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SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.OPENBOOKQA DATASET
OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding of a subject. It consists of 5,957 multiple-choice elementary-level science questions (4,957 train, 500 dev, 500 test), which probe the understanding of a small “book” of 1,326 core science facts and the application of these facts to novel situations.AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images! REARRANGEMENT CHALLENGE 2021 Rearrangement Challenge 2021. Welcome to the 2021 AI2-THOR Rearrangement Challenge hosted at the CVPR 2021 Embodied AI Workshop. The goal of this challenge is to build a model/agent that move objects in a room, such that they are restored to a given initialconfiguration.
SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. MOSAIC KNOWLEDGE GRAPHS Demo of COMeT 2020, a knowledge base construction engine that learns to produce new nodes and connections in commonsense knowledge graphs,on ATOMIC 2020.
TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper ViewSCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.OPENBOOKQA DATASET
OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding of a subject. It consists of 5,957 multiple-choice elementary-level science questions (4,957 train, 500 dev, 500 test), which probe the understanding of a small “book” of 1,326 core science facts and the application of these facts to novel situations.AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images! REARRANGEMENT CHALLENGE 2021 Rearrangement Challenge 2021. Welcome to the 2021 AI2-THOR Rearrangement Challenge hosted at the CVPR 2021 Embodied AI Workshop. The goal of this challenge is to build a model/agent that move objects in a room, such that they are restored to a given initialconfiguration.
SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. MOSAIC KNOWLEDGE GRAPHS Demo of COMeT 2020, a knowledge base construction engine that learns to produce new nodes and connections in commonsense knowledge graphs,on ATOMIC 2020.
TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. PAPERS — ALLEN INSTITUTE FOR AI dversarial examples highlight model vulnerabilities and are useful for evaluation and interpretation. We define universal adversarial triggers: input-agnostic sequences of tokens that trigger a model to produce a specific prediction when concatenated to any input from adataset.
CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision. DATASETS — ALLEN INSTITUTE FOR AI A collection of datasets published by AI2. ComplexWebQuestions 34,689 complex questions and their answers, web snippets, and SPARQL query AI2 Israel, Question Understanding • 2018 ComplexWebQuestions is a dataset for answering complex questions that require reasoning over multiple web snippets. It contains a large set of complex questions in natural language, and can be used in A DATASET OF INCOMPLETE INFORMATION READING COMPREHENSION IIRC is a crowdsourced dataset consisting of information-seeking questions requiring models to identify and then retrieve necessary information that is missing from the original context. REARRANGEMENT CHALLENGE 2021 Rearrangement Challenge 2021. Welcome to the 2021 AI2-THOR Rearrangement Challenge hosted at the CVPR 2021 Embodied AI Workshop. The goal of this challenge is to build a model/agent that move objects in a room, such that they are restored to a given initialconfiguration.
PERCEPTUAL REASONING AND INTERACTION RESEARCH Perceptual Reasoning and Interaction Research (PRIOR) is a computer vision research team within the Allen Institute for AI. PRIOR seeks to advance computer vision to create AI systems that see, explore, learn, and reason about the world.AI2 LEADERBOARD
SWAG is a dataset for studying grounded commonsense inference. It consists of 113k multiple choice questions about grounded situations: each question comes from a video caption, with four answer choices about what might happen next in the scene. The correct answer is the (real) video caption for the next event in the video; the threeincorrect
MOSAIC KNOWLEDGE GRAPHS Demo of COMeT 2020, a knowledge base construction engine that learns to produce new nodes and connections in commonsense knowledge graphs,on ATOMIC 2020.
ALLEN INSTITUTE FOR AIDATASETSTEAMPREDOCTORAL YOUNG INVESTIGATORSBOARD OF DIRECTORSSCIENTIFIC ADVISORY BOARD An open-source framework for research in Embodied AI, with support for a broad collection of environments, tasks, and state-of-the-art models. A collection of demos of popular and state-of-the-art models for a variety of computer vision tasks. A new leaderboard for human-in-the-loop evaluation of generated text, open to the community. TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images!SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. COMPUTER VISION EXPLORER Text-to-Image Generation is the task of generating an image conditioned on the input text. Try it for yourself. 1. Enter a Caption (or choose one from the examples) Examples Caption: 2. Run a model. ALLEN INSTITUTE FOR AIDATASETSTEAMPREDOCTORAL YOUNG INVESTIGATORSBOARD OF DIRECTORSSCIENTIFIC ADVISORY BOARD An open-source framework for research in Embodied AI, with support for a broad collection of environments, tasks, and state-of-the-art models. A collection of demos of popular and state-of-the-art models for a variety of computer vision tasks. A new leaderboard for human-in-the-loop evaluation of generated text, open to the community. TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images!SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. COMPUTER VISION EXPLORER Text-to-Image Generation is the task of generating an image conditioned on the input text. Try it for yourself. 1. Enter a Caption (or choose one from the examples) Examples Caption: 2. Run a model. PAPERS — ALLEN INSTITUTE FOR AI dversarial examples highlight model vulnerabilities and are useful for evaluation and interpretation. We define universal adversarial triggers: input-agnostic sequences of tokens that trigger a model to produce a specific prediction when concatenated to any input from adataset.
SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
PAPERS — ALLEN INSTITUTE FOR AI ManipulaTHOR: A Framework for Visual Object Manipulation. Kiana Ehsani, Winson Han, Alvaro Herrasti, Eli VanderBilt, Luca Weihs, Eric Kolve, Aniruddha Kembhavi, R. Mottaghi arXiv • 2021. The domain of Embodied AI has recently witnessed substantial progress,OPENBOOKQA DATASET
OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding of a subject. It consists of 5,957 multiple-choice elementary-level science questions (4,957 train, 500 dev, 500 test), which probe the understanding of a small “book” of 1,326 core science facts and the application of these facts to novel situations.AI2 LEADERBOARD
GENeratIve Evaluation (GENIE) - abductive language generation (aNLG) task AI2 NEW. GENIE is an evaluation leaderboard for tasks that involve text generation on a diverse set of tasks. It contains a suite of seven existing datasets (direct-answer question answering, transaltion, common-sense reasoning, paraphrasing, etc).MANIPULATHOR
ManipulaTHOR provides a suite of visual and non-visual sensors, such as egocentric RGB-D images and touch sensors. The arm is designed based on the Kinova Gen3 Modular Robotic Arm specification, bringing the simulation a step closer to reality. The framework enables 6-DOF manipulation of objects, enabling fine-grained translation androtation
PERCEPTUAL REASONING AND INTERACTION RESEARCH Perceptual Reasoning and Interaction Research (PRIOR) is a computer vision research team within the Allen Institute for AI. PRIOR seeks to advance computer vision to create AI systems that see, explore, learn, and reason about the world. GEOS - GEOMETRY PROBLEM SOLVER GeoS is an end-to-end system that solves high school geometry questions. Its input is question text in natural language and diagram in raster graphics, and its output is the answer to the question. MOSAIC KNOWLEDGE GRAPHS Demo of COMeT 2020, a knowledge base construction engine that learns to produce new nodes and connections in commonsense knowledge graphs,on ATOMIC 2020.
308 PERMANENT REDIRECT 308 Permanent Redirect nginx ALLEN INSTITUTE FOR AIDATASETSTEAMPREDOCTORAL YOUNG INVESTIGATORSBOARD OF DIRECTORSSCIENTIFIC ADVISORY BOARD An open-source framework for research in Embodied AI, with support for a broad collection of environments, tasks, and state-of-the-art models. A collection of demos of popular and state-of-the-art models for a variety of computer vision tasks. A new leaderboard for human-in-the-loop evaluation of generated text, open to the community. TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images!SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. COMPUTER VISION EXPLORER Text-to-Image Generation is the task of generating an image conditioned on the input text. Try it for yourself. 1. Enter a Caption (or choose one from the examples) Examples Caption: 2. Run a model. ALLEN INSTITUTE FOR AIDATASETSTEAMPREDOCTORAL YOUNG INVESTIGATORSBOARD OF DIRECTORSSCIENTIFIC ADVISORY BOARD An open-source framework for research in Embodied AI, with support for a broad collection of environments, tasks, and state-of-the-art models. A collection of demos of popular and state-of-the-art models for a variety of computer vision tasks. A new leaderboard for human-in-the-loop evaluation of generated text, open to the community. TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images!SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. COMPUTER VISION EXPLORER Text-to-Image Generation is the task of generating an image conditioned on the input text. Try it for yourself. 1. Enter a Caption (or choose one from the examples) Examples Caption: 2. Run a model. PAPERS — ALLEN INSTITUTE FOR AI dversarial examples highlight model vulnerabilities and are useful for evaluation and interpretation. We define universal adversarial triggers: input-agnostic sequences of tokens that trigger a model to produce a specific prediction when concatenated to any input from adataset.
SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
PAPERS — ALLEN INSTITUTE FOR AI ManipulaTHOR: A Framework for Visual Object Manipulation. Kiana Ehsani, Winson Han, Alvaro Herrasti, Eli VanderBilt, Luca Weihs, Eric Kolve, Aniruddha Kembhavi, R. Mottaghi arXiv • 2021. The domain of Embodied AI has recently witnessed substantial progress,OPENBOOKQA DATASET
OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding of a subject. It consists of 5,957 multiple-choice elementary-level science questions (4,957 train, 500 dev, 500 test), which probe the understanding of a small “book” of 1,326 core science facts and the application of these facts to novel situations.AI2 LEADERBOARD
GENeratIve Evaluation (GENIE) - abductive language generation (aNLG) task AI2 NEW. GENIE is an evaluation leaderboard for tasks that involve text generation on a diverse set of tasks. It contains a suite of seven existing datasets (direct-answer question answering, transaltion, common-sense reasoning, paraphrasing, etc).MANIPULATHOR
ManipulaTHOR provides a suite of visual and non-visual sensors, such as egocentric RGB-D images and touch sensors. The arm is designed based on the Kinova Gen3 Modular Robotic Arm specification, bringing the simulation a step closer to reality. The framework enables 6-DOF manipulation of objects, enabling fine-grained translation androtation
PERCEPTUAL REASONING AND INTERACTION RESEARCH Perceptual Reasoning and Interaction Research (PRIOR) is a computer vision research team within the Allen Institute for AI. PRIOR seeks to advance computer vision to create AI systems that see, explore, learn, and reason about the world. GEOS - GEOMETRY PROBLEM SOLVER GeoS is an end-to-end system that solves high school geometry questions. Its input is question text in natural language and diagram in raster graphics, and its output is the answer to the question. MOSAIC KNOWLEDGE GRAPHS Demo of COMeT 2020, a knowledge base construction engine that learns to produce new nodes and connections in commonsense knowledge graphs,on ATOMIC 2020.
308 PERMANENT REDIRECT 308 Permanent Redirect nginx ALLEN INSTITUTE FOR AIDATASETSTEAMPREDOCTORAL YOUNG INVESTIGATORSBOARD OF DIRECTORSSCIENTIFIC ADVISORY BOARD An open-source framework for research in Embodied AI, with support for a broad collection of environments, tasks, and state-of-the-art models. A collection of demos of popular and state-of-the-art models for a variety of computer vision tasks. A new leaderboard for human-in-the-loop evaluation of generated text, open to the community. TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images!SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. COMPUTER VISION EXPLORER Text-to-Image Generation is the task of generating an image conditioned on the input text. Try it for yourself. 1. Enter a Caption (or choose one from the examples) Examples Caption: 2. Run a model. ALLEN INSTITUTE FOR AIDATASETSTEAMPREDOCTORAL YOUNG INVESTIGATORSBOARD OF DIRECTORSSCIENTIFIC ADVISORY BOARD An open-source framework for research in Embodied AI, with support for a broad collection of environments, tasks, and state-of-the-art models. A collection of demos of popular and state-of-the-art models for a variety of computer vision tasks. A new leaderboard for human-in-the-loop evaluation of generated text, open to the community. TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images!SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. COMPUTER VISION EXPLORER Text-to-Image Generation is the task of generating an image conditioned on the input text. Try it for yourself. 1. Enter a Caption (or choose one from the examples) Examples Caption: 2. Run a model. PAPERS — ALLEN INSTITUTE FOR AI dversarial examples highlight model vulnerabilities and are useful for evaluation and interpretation. We define universal adversarial triggers: input-agnostic sequences of tokens that trigger a model to produce a specific prediction when concatenated to any input from adataset.
SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
PAPERS — ALLEN INSTITUTE FOR AI ManipulaTHOR: A Framework for Visual Object Manipulation. Kiana Ehsani, Winson Han, Alvaro Herrasti, Eli VanderBilt, Luca Weihs, Eric Kolve, Aniruddha Kembhavi, R. Mottaghi arXiv • 2021. The domain of Embodied AI has recently witnessed substantial progress,OPENBOOKQA DATASET
OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding of a subject. It consists of 5,957 multiple-choice elementary-level science questions (4,957 train, 500 dev, 500 test), which probe the understanding of a small “book” of 1,326 core science facts and the application of these facts to novel situations.AI2 LEADERBOARD
GENeratIve Evaluation (GENIE) - abductive language generation (aNLG) task AI2 NEW. GENIE is an evaluation leaderboard for tasks that involve text generation on a diverse set of tasks. It contains a suite of seven existing datasets (direct-answer question answering, transaltion, common-sense reasoning, paraphrasing, etc).MANIPULATHOR
ManipulaTHOR provides a suite of visual and non-visual sensors, such as egocentric RGB-D images and touch sensors. The arm is designed based on the Kinova Gen3 Modular Robotic Arm specification, bringing the simulation a step closer to reality. The framework enables 6-DOF manipulation of objects, enabling fine-grained translation androtation
PERCEPTUAL REASONING AND INTERACTION RESEARCH Perceptual Reasoning and Interaction Research (PRIOR) is a computer vision research team within the Allen Institute for AI. PRIOR seeks to advance computer vision to create AI systems that see, explore, learn, and reason about the world. GEOS - GEOMETRY PROBLEM SOLVER GeoS is an end-to-end system that solves high school geometry questions. Its input is question text in natural language and diagram in raster graphics, and its output is the answer to the question. MOSAIC KNOWLEDGE GRAPHS Demo of COMeT 2020, a knowledge base construction engine that learns to produce new nodes and connections in commonsense knowledge graphs,on ATOMIC 2020.
308 PERMANENT REDIRECT 308 Permanent Redirect nginx ALLEN INSTITUTE FOR AIDATASETSTEAMPREDOCTORAL YOUNG INVESTIGATORSBOARD OF DIRECTORSSCIENTIFIC ADVISORY BOARD An open-source framework for research in Embodied AI, with support for a broad collection of environments, tasks, and state-of-the-art models. A collection of demos of popular and state-of-the-art models for a variety of computer vision tasks. A new leaderboard for human-in-the-loop evaluation of generated text, open to the community. TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images!SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. COMPUTER VISION EXPLORER Text-to-Image Generation is the task of generating an image conditioned on the input text. Try it for yourself. 1. Enter a Caption (or choose one from the examples) Examples Caption: 2. Run a model. ALLEN INSTITUTE FOR AIDATASETSTEAMPREDOCTORAL YOUNG INVESTIGATORSBOARD OF DIRECTORSSCIENTIFIC ADVISORY BOARD An open-source framework for research in Embodied AI, with support for a broad collection of environments, tasks, and state-of-the-art models. A collection of demos of popular and state-of-the-art models for a variety of computer vision tasks. A new leaderboard for human-in-the-loop evaluation of generated text, open to the community. TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images!SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. COMPUTER VISION EXPLORER Text-to-Image Generation is the task of generating an image conditioned on the input text. Try it for yourself. 1. Enter a Caption (or choose one from the examples) Examples Caption: 2. Run a model. PAPERS — ALLEN INSTITUTE FOR AI dversarial examples highlight model vulnerabilities and are useful for evaluation and interpretation. We define universal adversarial triggers: input-agnostic sequences of tokens that trigger a model to produce a specific prediction when concatenated to any input from adataset.
SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
PAPERS — ALLEN INSTITUTE FOR AI ManipulaTHOR: A Framework for Visual Object Manipulation. Kiana Ehsani, Winson Han, Alvaro Herrasti, Eli VanderBilt, Luca Weihs, Eric Kolve, Aniruddha Kembhavi, R. Mottaghi arXiv • 2021. The domain of Embodied AI has recently witnessed substantial progress,OPENBOOKQA DATASET
OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding of a subject. It consists of 5,957 multiple-choice elementary-level science questions (4,957 train, 500 dev, 500 test), which probe the understanding of a small “book” of 1,326 core science facts and the application of these facts to novel situations.AI2 LEADERBOARD
GENeratIve Evaluation (GENIE) - abductive language generation (aNLG) task AI2 NEW. GENIE is an evaluation leaderboard for tasks that involve text generation on a diverse set of tasks. It contains a suite of seven existing datasets (direct-answer question answering, transaltion, common-sense reasoning, paraphrasing, etc).MANIPULATHOR
ManipulaTHOR provides a suite of visual and non-visual sensors, such as egocentric RGB-D images and touch sensors. The arm is designed based on the Kinova Gen3 Modular Robotic Arm specification, bringing the simulation a step closer to reality. The framework enables 6-DOF manipulation of objects, enabling fine-grained translation androtation
PERCEPTUAL REASONING AND INTERACTION RESEARCH Perceptual Reasoning and Interaction Research (PRIOR) is a computer vision research team within the Allen Institute for AI. PRIOR seeks to advance computer vision to create AI systems that see, explore, learn, and reason about the world. GEOS - GEOMETRY PROBLEM SOLVER GeoS is an end-to-end system that solves high school geometry questions. Its input is question text in natural language and diagram in raster graphics, and its output is the answer to the question. MOSAIC KNOWLEDGE GRAPHS Demo of COMeT 2020, a knowledge base construction engine that learns to produce new nodes and connections in commonsense knowledge graphs,on ATOMIC 2020.
308 PERMANENT REDIRECT 308 Permanent Redirect nginx TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images! REARRANGEMENT CHALLENGE 2021 Rearrangement Challenge 2021. Welcome to the 2021 AI2-THOR Rearrangement Challenge hosted at the CVPR 2021 Embodied AI Workshop. The goal of this challenge is to build a model/agent that move objects in a room, such that they are restored to a given initialconfiguration. #.
SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper.MANIPULATHOR
ManipulaTHOR provides a suite of visual and non-visual sensors, such as egocentric RGB-D images and touch sensors. The arm is designed based on the Kinova Gen3 Modular Robotic Arm specification, bringing the simulation a step closer to reality. The framework enables 6-DOF manipulation of objects, enabling fine-grained translation androtation
TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
AI2-THOR
iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images! REARRANGEMENT CHALLENGE 2021 Rearrangement Challenge 2021. Welcome to the 2021 AI2-THOR Rearrangement Challenge hosted at the CVPR 2021 Embodied AI Workshop. The goal of this challenge is to build a model/agent that move objects in a room, such that they are restored to a given initialconfiguration. #.
SCITLDR
SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper.MANIPULATHOR
ManipulaTHOR provides a suite of visual and non-visual sensors, such as egocentric RGB-D images and touch sensors. The arm is designed based on the Kinova Gen3 Modular Robotic Arm specification, bringing the simulation a step closer to reality. The framework enables 6-DOF manipulation of objects, enabling fine-grained translation androtation
TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. PAPERS — ALLEN INSTITUTE FOR AI dversarial examples highlight model vulnerabilities and are useful for evaluation and interpretation. We define universal adversarial triggers: input-agnostic sequences of tokens that trigger a model to produce a specific prediction when concatenated to any input from adataset.
CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision. DATASETS — ALLEN INSTITUTE FOR AI A collection of datasets published by AI2. ComplexWebQuestions 34,689 complex questions and their answers, web snippets, and SPARQL query AI2 Israel, Question Understanding • 2018 ComplexWebQuestions is a dataset for answering complex questions that require reasoning over multiple web snippets. It contains a large set of complex questions in natural language, and can be used inTUSHAR KHOT
Tushar Khot is a Research Scientist at AI2, specializing in probabilistic graphical models for structured data. His research focuses on modeling structured data using first-order logic and probabilistic models. He received his PhD from the University of Wisconsin-Madison in 2014 and his B.Tech from NIT Trichy in PERCEPTUAL REASONING AND INTERACTION RESEARCH Perceptual Reasoning and Interaction Research (PRIOR) is a computer vision research team within the Allen Institute for AI. PRIOR seeks to advance computer vision to create AI systems that see, explore, learn, and reason about the world. REARRANGEMENT CHALLENGE 2021 Rearrangement Challenge 2021. Welcome to the 2021 AI2-THOR Rearrangement Challenge hosted at the CVPR 2021 Embodied AI Workshop. The goal of this challenge is to build a model/agent that move objects in a room, such that they are restored to a given initialconfiguration. #.
MANIPULATHOR
ManipulaTHOR provides a suite of visual and non-visual sensors, such as egocentric RGB-D images and touch sensors. The arm is designed based on the Kinova Gen3 Modular Robotic Arm specification, bringing the simulation a step closer to reality. The framework enables 6-DOF manipulation of objects, enabling fine-grained translation androtation
AI2 LEADERBOARD
Submitting to the Leaderboard If you have a model for solving Social IQA and would like to make a submission, you first need to sign up for Beaker, a system used to evaluate your submission. Next, create a submission and evaluate your model for the Social IQA dataset. To protect against overfitting on the blind test dataset you can only publish once every 7 days. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
OPENBOOKQA DATASET
OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding of a subject. It consists of 5,957 multiple-choice elementary-level science questions (4,957 train, 500 dev, 500 test), which probe the understanding of a small “book” of 1,326 core science facts and the application of these facts to novel situations. AI2-THORDOWNLOAD THOR GAMESFREE THOR GAMESROBLOX THOR GAMETHOR GAME FREE DOWNLOAD FOR PCTHOR IN ROBLOXTHOR SIMULATOR 3D iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images! COMPUTER VISION EXPLORER Text-to-Image Generation is the task of generating an image conditioned on the input text. Try it for yourself. 1. Enter a Caption (or choose one from the examples) Examples Caption: 2. Run a model.MANIPULATHOR
ManipulaTHOR provides a suite of visual and non-visual sensors, such as egocentric RGB-D images and touch sensors. The arm is designed based on the Kinova Gen3 Modular Robotic Arm specification, bringing the simulation a step closer to reality. The framework enables 6-DOF manipulation of objects, enabling fine-grained translation androtation
SCITLDRALLEN INSTITUTE FOR AIALLEN INSTITUTE FOR ARTIFICIAL INTELLIGENCEALLEN INSTITUTE FOR BRAIN SCIENCETHE ALLEN INSTITUTEPAUL ALLEN BRAIN INSTITUTE SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. CORD-19: COVID-19 OPEN RESEARCH DATASET CORD-19: COVID-19 Open Research Dataset. Semantic Scholar • 2020. CORD-19 is a free resource of tens of thousands of scholarly articles about COVID-19, SARS-CoV-2, and related coronaviruses for use by the global research community. Download Read Paper View CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
OPENBOOKQA DATASET
OpenBookQA is a new kind of question-answering dataset modeled after open book exams for assessing human understanding of a subject. It consists of 5,957 multiple-choice elementary-level science questions (4,957 train, 500 dev, 500 test), which probe the understanding of a small “book” of 1,326 core science facts and the application of these facts to novel situations. AI2-THORDOWNLOAD THOR GAMESFREE THOR GAMESROBLOX THOR GAMETHOR GAME FREE DOWNLOAD FOR PCTHOR IN ROBLOXTHOR SIMULATOR 3D iTHOR. 120 rooms including kitchens, bedrooms, bathrooms and living rooms. Over 2000 unique objects. Based on Unity 3D which enables physical simulation for objects and scenes. Includes objects with visual state changes including open/close, on/off, hot/cold. Support for multiple agent types such as COMPUTER VISION EXPLORER The AI2 Computer Vision Explorer offers demos of a variety of popular models - try, compare, and evaluate with your own images! COMPUTER VISION EXPLORER Text-to-Image Generation is the task of generating an image conditioned on the input text. Try it for yourself. 1. Enter a Caption (or choose one from the examples) Examples Caption: 2. Run a model.MANIPULATHOR
ManipulaTHOR provides a suite of visual and non-visual sensors, such as egocentric RGB-D images and touch sensors. The arm is designed based on the Kinova Gen3 Modular Robotic Arm specification, bringing the simulation a step closer to reality. The framework enables 6-DOF manipulation of objects, enabling fine-grained translation androtation
SCITLDRALLEN INSTITUTE FOR AIALLEN INSTITUTE FOR ARTIFICIAL INTELLIGENCEALLEN INSTITUTE FOR BRAIN SCIENCETHE ALLEN INSTITUTEPAUL ALLEN BRAIN INSTITUTE SciTLDR. SciTLDR. This is a demo for our paper, "TLDR: Extreme Summarization of Scientific Documents". Authors: Isabel Cachola, Kyle Lo, Arman Cohan, Daniel S. Weld. This demo generates TLDRs for scientific articles, using our best performing model, which works best when given the abstract, introduction, and conclusion of a paper. TEAM — ALLEN INSTITUTE FOR AI Hannaneh Hajishirzi Allen AI Fellow. Bryan Hale Incubator. Winson Han Engineering. Amal Hassan-Ali Engineering. Chelsea Haupt Product. Alvaro Herrasti Engineering. Jack Hessel Young Investigator. Tom Hope Young Investigator. Dawn Howell Engineering. CAREERS — ALLEN INSTITUTE FOR AI Predoctoral Young Investigators is a program that offers predoctoral candidates the opportunity to prepare for graduate-level research through partnership with strong mentors, participation in cutting edge research, and co-authorship of papers at top venues. This program aims to position candidates for successful entry into a top graduateprogram.
SCITAIL DATASET
The SciTail dataset is an entailment dataset created from multiple-choice science exams and web sentences. Each question and the correct answer choice are converted into an assertive statement to form the hypothesis. We use information retrieval to obtain relevant text from a large text corpus of web sentences, and use thesesentences as a
INTERNSHIPS
Research Internships. Undergraduate or graduate students in AI-related fields are invited to apply for full-time research internships with us year-round. Applicants should have an interest in natural language processing, machine learning, knowledge representation, semantics, question answering, textual entailment, and/or computer vision.TUSHAR KHOT
Tushar Khot is a Research Scientist at AI2, specializing in probabilistic graphical models for structured data. His research focuses on modeling structured data using first-order logic and probabilistic models. He received his PhD from the University of Wisconsin-Madison in 2014 and his B.Tech from NIT Trichy in REARRANGEMENT CHALLENGE 2021 Rearrangement Challenge 2021. Welcome to the 2021 AI2-THOR Rearrangement Challenge hosted at the CVPR 2021 Embodied AI Workshop. The goal of this challenge is to build a model/agent that move objects in a room, such that they are restored to a given initialconfiguration. #.
OK-VQA
OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge (CVPR 2019) Visual Question Answering (VQA) in its ideal form lets us study reasoning in the joint space of vision and language and serves as a proxy for the AI task of scene understanding. However, most VQA benchmarks to date are focused on questions such as simpleUNQOVER DEMO
UnQover is a general framework to probe and quantify social biases (e.g., bias against ethnic/racial groups, nationalities, genders, etc)in QA models.
AI2 LEADERBOARD
Submitting to the Leaderboard If you have a model for solving Social IQA and would like to make a submission, you first need to sign up for Beaker, a system used to evaluate your submission. Next, create a submission and evaluate your model for the Social IQA dataset. To protect against overfitting on the blind test dataset you can only publish once every 7 days. MOSAIC KNOWLEDGE GRAPHS Demo of COMeT 2020, a knowledge base construction engine that learns to produce new nodes and connections in commonsense knowledge graphs,on ATOMIC 2020.
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AI FOR THE COMMON GOOD. Our mission is to contribute to humanity through high-impact AI research and engineering. View:ProjectsCareersLatest from us
2020 RoboTHOR Challenge RoboTHOR takes models trained in simulated environments into real life in AI2's first embodied-AI challenge.Join the Challenge
CORD-19
Semantic Scholar has partnered with leading research groups to release the COVID-19 Open Research Dataset, a freely available resource for the global research community.Learn More
ROVER: Reasoning Over Rules ROVER can determine whether statements are true or false based on rules provided in natural language.Try the Demo
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We're a team of engineers and researchers with diverse backgrounds collaborating to solve some of the toughest problems in AI research. Learn about what makes AI2 unique in the world of AI research.__3 Mins FEATURED TEAM MEMBERCHANDRA BHAGAVATULA
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ALLENNLP
OPEN SOURCE NLP PLATFORM Design, evaluate, and contribute new models on our open-source PyTorch-backed NLP platfom, where you can also find state-of-the-art implementations of several important NLP models and tools.Learn More
ARISTO
SYSTEMS THAT READ AND REASON The Aristo Project aims to build systems that demonstrate a deep understanding of the world, integrating technologies for reading, learning, reasoning, and explanation.Learn More
MOSAIC
COMMON SENSE FOR AI
The Mosaic team seeks to define, develop, and improve common sense for AI — an important, fundamental skill required to go beyond the narrow and brittle AI applications we have today.Learn More
PRIOR
COMPUTER VISION
The Perceptual Reasoning and Interaction Research (PRIOR) team seeks to create AI systems that can see, explore, learn, and reason aboutthe world.
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SEMANTIC SCHOLAR
SEMANTIC LITERATURE SEARCH Combining NLP, data mining, and computer vision to create a rich academic search experience that helps scientists discover and understand research papers more efficiently than ever.Learn More
AI & FAIRNESS
APPLYING AI FOR GOOD Building on AI2's expertise in NLP, computer vision, and engineering, we seek to deliver a tangible positive impact on fairness – joinus!
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LAUNCHING AI-POWERED STARTUPS The incubator combines AI2's world class engineering and research organization with proven business leaders to bring innovative, AI-powered ideas to life.Learn More
DIVERSITY, EQUITY, & INCLUSION At AI2, we are committed to fostering a diverse, inclusive environment within our institute, and to encourage these values in the widerresearch community.
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AI & FAIRNESS
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