Канал: Allen Institute for AI

AI-enabled scientific discovery in natural world imagery

AI-enabled scientific discovery in natural world imagery

Concept Bottleneck Models for Text Classification

Concept Bottleneck Models for Text Classification

The Pre-trainer's toolkit: From dataset construction to model scaling

The Pre-trainer's toolkit: From dataset construction to model scaling

Cultivating Insights: AI-Infused Workflow Designs for Nurturing the Scientific Idea Garden

Cultivating Insights: AI-Infused Workflow Designs for Nurturing the Scientific Idea Garden

Towards a more contextualized view of the web

Towards a more contextualized view of the web

Optimization within Latent Spaces

Optimization within Latent Spaces

Training Human-AI Teams

Training Human-AI Teams

Making Health Knowledge Accessible Through Personalized Language Processing

Making Health Knowledge Accessible Through Personalized Language Processing

Robot Learning by Understanding Egocentric Videos

Robot Learning by Understanding Egocentric Videos

Project Sidewalk: Crowd+AI Techniques to Map and Assess Every Sidewalk in the World

Project Sidewalk: Crowd+AI Techniques to Map and Assess Every Sidewalk in the World

LMQL Programming Large Language Models

LMQL Programming Large Language Models

Does Generative AI Infringe Copyright?

Does Generative AI Infringe Copyright?

Figuring out how the world works: causality in a world full of real people

Figuring out how the world works: causality in a world full of real people

Machine-Checked Proofs, and the Rise of Formal Methods in Mathematics

Machine-Checked Proofs, and the Rise of Formal Methods in Mathematics

Beyond Test Accuracies for Studying Deep Neural Networks

Beyond Test Accuracies for Studying Deep Neural Networks

Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking

Helping or Herding? Reward Model Ensembles Mitigate but do not Eliminate Reward Hacking

Integrated Systems for Computational Scientific Discovery

Integrated Systems for Computational Scientific Discovery

Objective Mismatch in Reinforcement Learning from Human Feedback

Objective Mismatch in Reinforcement Learning from Human Feedback

Language AI for RNA Virus and RNA Vaccine

Language AI for RNA Virus and RNA Vaccine

OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text

OpenWebMath: An Open Dataset of High-Quality Mathematical Web Text

The Worlds I See: Curiosity, Exploration and Discovery at the Dawn of AI

The Worlds I See: Curiosity, Exploration and Discovery at the Dawn of AI

Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing

Optimal Transport Posterior Alignment for Cross-lingual Semantic Parsing

On Parameter Efficiency of Neural Language Models

On Parameter Efficiency of Neural Language Models

Benchmarking Compositionality with Formal Languages

Benchmarking Compositionality with Formal Languages

Studying Large Language Model Generalization with Influence Functions

Studying Large Language Model Generalization with Influence Functions

Modular Language Models

Modular Language Models

Towards Cost-Efficient Use of Pre-trained Models

Towards Cost-Efficient Use of Pre-trained Models

Reliability and interactive debugging for language models

Reliability and interactive debugging for language models

The University of Washington eScience Institute: a Home for Data-Intensive Discovery

The University of Washington eScience Institute: a Home for Data-Intensive Discovery

Reliable Evaluation and High-Quality Data: Building Blocks for Helpful Question Answering Systems

Reliable Evaluation and High-Quality Data: Building Blocks for Helpful Question Answering Systems

SATLAS: Open Geospatial Data Generated by AI

SATLAS: Open Geospatial Data Generated by AI

Vision Without Labels

Vision Without Labels

Skill it! A Data-Driven Skills Framework for Understanding and Training Language Models

Skill it! A Data-Driven Skills Framework for Understanding and Training Language Models

From Compression to Convection: A Latent Variable Perspective

From Compression to Convection: A Latent Variable Perspective

Avenging Polanyi's Revenge

Avenging Polanyi's Revenge

Generative AI & Copyright

Generative AI & Copyright

Machine Learning in Climate Action

Machine Learning in Climate Action

Do language models have coherent mental models of everyday things?

Do language models have coherent mental models of everyday things?

Imaginative Vision Language Models

Imaginative Vision Language Models

Structure Modeling in Language Models

Structure Modeling in Language Models

When Not to Trust Language Models: Investigating Effectiveness of Parametric&Non-Parametric Memories

When Not to Trust Language Models: Investigating Effectiveness of Parametric&Non-Parametric Memories

Enhancing the Reliability and Continual Improvement of Neural Dialogue Systems

Enhancing the Reliability and Continual Improvement of Neural Dialogue Systems

Toward Intelligent Writing Support Beyond Completing Sentences

Toward Intelligent Writing Support Beyond Completing Sentences

Towards robust long-form text generation systems

Towards robust long-form text generation systems

Evaluating ethical and social risks from large models

Evaluating ethical and social risks from large models

"Open" AI: considering the ethical upsides and downsides of "Open" AI development

"Open" AI: considering the ethical upsides and downsides of "Open" AI development

The BigScience Workshop

The BigScience Workshop

Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics | AI2

Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics | AI2

Recycling finetuned models to pretrain: on loss spaces, fusing and evolving pretraining

Recycling finetuned models to pretrain: on loss spaces, fusing and evolving pretraining

Robot learning and perception for contact-rich manipulation

Robot learning and perception for contact-rich manipulation

Environment-oriented modeling for grounded NLP and collective intelligence systems

Environment-oriented modeling for grounded NLP and collective intelligence systems

Empowering Human-like Decision Making in AI Models through Explanations

Empowering Human-like Decision Making in AI Models through Explanations

Understanding and Improving Compositional Generalization | AI2

Understanding and Improving Compositional Generalization | AI2

Artificial Intelligence and Ethics: Towards a Robust Normative Framework

Artificial Intelligence and Ethics: Towards a Robust Normative Framework

No Language Left Behind Unlocking Text Data for Under Resourced | AI2

No Language Left Behind Unlocking Text Data for Under Resourced | AI2

What Do NLP Researchers Believe? Results of the NLP Community Metasurvey

What Do NLP Researchers Believe? Results of the NLP Community Metasurvey

Global storm-resolving climate simulation in Python

Global storm-resolving climate simulation in Python

DREAM: Improving Situational QA by First Elaborating the Situation

DREAM: Improving Situational QA by First Elaborating the Situation

Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE

Just-DREAM-about-it: Figurative Language Understanding with DREAM-FLUTE

Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for System Improvement

Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for System Improvement

Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning

Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning

Biomedical AI for Precision Health

Biomedical AI for Precision Health

Beyond End-to-end: Decomposed Modeling and Representations in NLP

Beyond End-to-end: Decomposed Modeling and Representations in NLP

Respect the Swiss Cheese

Respect the Swiss Cheese

Learning for Never-before-seen Biomedicine

Learning for Never-before-seen Biomedicine

Language Understanding in Social Context: Theory and Practice

Language Understanding in Social Context: Theory and Practice

How far have we come in giving our NLU systems common sense?

How far have we come in giving our NLU systems common sense?

Applied AI in High-Expertise Settings, or Curation as Programming

Applied AI in High-Expertise Settings, or Curation as Programming

Why Natural Language is the Right Vehicle for Complex Reasoning

Why Natural Language is the Right Vehicle for Complex Reasoning

The Future is Hear: Advances in Computational Audition and Sound Manipulation

The Future is Hear: Advances in Computational Audition and Sound Manipulation

Machines Making Moral Decisions

Machines Making Moral Decisions

Time Waits for No One! Analysis and Challenges of Temporal Misalignment

Time Waits for No One! Analysis and Challenges of Temporal Misalignment

Reframing Instructional Prompts to GPTk’s Language

Reframing Instructional Prompts to GPTk’s Language

Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts

Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts

Hey AI, Can You Solve Complex Tasks by Talking to Agents?

Hey AI, Can You Solve Complex Tasks by Talking to Agents?

Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models

Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models

Cross-Task Generalization via Natural Language Crowdsourcing Instructions

Cross-Task Generalization via Natural Language Crowdsourcing Instructions

A Flexible Framework for Machine Learning | AI2

A Flexible Framework for Machine Learning | AI2

Data Leverage: A Framework for Empowering the Public and Mitigating Harms of AI | AI2

Data Leverage: A Framework for Empowering the Public and Mitigating Harms of AI | AI2

Interactive Reading and Authoring with IDEs for Ideas | AI2

Interactive Reading and Authoring with IDEs for Ideas | AI2

Doing for our robots what nature did for us | Embodied AI Lecture series at AI2

Doing for our robots what nature did for us | Embodied AI Lecture series at AI2

Generalization for Robot Learning In The Wild | Embodied AI Lecture series at AI2

Generalization for Robot Learning In The Wild | Embodied AI Lecture series at AI2

Robots Need To Reduce, Reuse, and Recycle | Embodied AI Lecture series at AI2

Robots Need To Reduce, Reuse, and Recycle | Embodied AI Lecture series at AI2

Synthetic Data for Language-Guided Agents | Embodied AI Lecture series at AI2

Synthetic Data for Language-Guided Agents | Embodied AI Lecture series at AI2

Soft Robotics and AI towards Embodied Intelligence | Embodied AI Lecture Series at AI2

Soft Robotics and AI towards Embodied Intelligence | Embodied AI Lecture Series at AI2

Why AI2?

Why AI2?

Explaining Answers with Entailment Trees

Explaining Answers with Entailment Trees

Adapting to Long Tail Domains: A Case Study in Clinical Information | AI2

Adapting to Long Tail Domains: A Case Study in Clinical Information | AI2

Beyond the Label: Robots that Reason about Object Semantics | Embodied AI Lecture Series at AI2

Beyond the Label: Robots that Reason about Object Semantics | Embodied AI Lecture Series at AI2

GooAQ: Open Question Answering with Diverse Answer Types | AI2

GooAQ: Open Question Answering with Diverse Answer Types | AI2

Open-Ended Learning Leads to Generally Capable Agents | Embodied AI Lecture Series at AI2

Open-Ended Learning Leads to Generally Capable Agents | Embodied AI Lecture Series at AI2

Computing with a Mess | Embodied AI Lecture Series at AI2

Computing with a Mess | Embodied AI Lecture Series at AI2

How do infants represent objects in physical events? | Embodied AI Lecture Series at AI2

How do infants represent objects in physical events? | Embodied AI Lecture Series at AI2

Biological Robots - Josh Bongard | Embodied AI Lecture Series at AI2

Biological Robots - Josh Bongard | Embodied AI Lecture Series at AI2

Towards General Purpose Vision Systems

Towards General Purpose Vision Systems

Task Planning and Reinforcement Learning for General-Purpose Service Robots | AI2

Task Planning and Reinforcement Learning for General-Purpose Service Robots | AI2

From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project | AI2

From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project | AI2

ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language | AI2

ProofWriter: Generating Implications, Proofs, and Abductive Statements over Natural Language | AI2

Transformers as Soft Reasoners over Language | AI2

Transformers as Soft Reasoners over Language | AI2

OpenBot: Turning Smartphones into Robots | Embodied AI Lecture Series at AI2

OpenBot: Turning Smartphones into Robots | Embodied AI Lecture Series at AI2

Brain-Body Co-Optimization of Embodied Machines | Embodied AI Lecture Series at AI2

Brain-Body Co-Optimization of Embodied Machines | Embodied AI Lecture Series at AI2

Wenhu Chen: Knowledge Grounded Natural Language Processing

Wenhu Chen: Knowledge Grounded Natural Language Processing

Toward Human-Level Perception: 3D Dynamic Scene Graphs & Certifiable Algorithms for Robot Perception

Toward Human-Level Perception: 3D Dynamic Scene Graphs & Certifiable Algorithms for Robot Perception

Self-Adaptive Manipulation: Rethinking Embodiments in Embodied Intelligence | AI2

Self-Adaptive Manipulation: Rethinking Embodiments in Embodied Intelligence | AI2

Do Blind AI Navigation Agents Build Maps? | Embodied AI Lecture Series at AI2

Do Blind AI Navigation Agents Build Maps? | Embodied AI Lecture Series at AI2

Sensory and ecological bases of plan-based action selection | Embodied AI Lecture Series at AI2

Sensory and ecological bases of plan-based action selection | Embodied AI Lecture Series at AI2

Visual Room Rearrangement (CVPR 2021)

Visual Room Rearrangement (CVPR 2021)

Natural Perturbation for Robust Question Answering - EMNLP 2020

Natural Perturbation for Robust Question Answering - EMNLP 2020

A Typology of Ethical Risks in Language Technology

A Typology of Ethical Risks in Language Technology

Controllable Text Generation: Should machines reflect the way humans interact in society?

Controllable Text Generation: Should machines reflect the way humans interact in society?

Aarti Shahani: Here We Are

Aarti Shahani: Here We Are

Choosing the Right Statistical Approach to Assess Hypotheses – ACL 2020

Choosing the Right Statistical Approach to Assess Hypotheses – ACL 2020

Syntactic Search by Example – ACL 2020

Syntactic Search by Example – ACL 2020

John Wieting: Learning and Applications of Paraphrastic Representations for Natural Language

John Wieting: Learning and Applications of Paraphrastic Representations for Natural Language

Forough Arabshahi: Neuro-Symbolic Learning Algorithms for Automated Reasoning

Forough Arabshahi: Neuro-Symbolic Learning Algorithms for Automated Reasoning

Jack Hessel: The Promise and the Perils of Learning Grounding from Visual-Textual Web Data

Jack Hessel: The Promise and the Perils of Learning Grounding from Visual-Textual Web Data

Allen Institute for AI Live Stream

Allen Institute for AI Live Stream

Visual Reaction

Visual Reaction

What is AI2-THOR?

What is AI2-THOR?

Colin Raffel: Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Colin Raffel: Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Anna Rogers: Towards AI Complete Question Answering

Anna Rogers: Towards AI Complete Question Answering

Naomi Saphra: Learning Dynamics of LSTM Language Models

Naomi Saphra: Learning Dynamics of LSTM Language Models

Minjoon Seo: Extremely large neural memory of unstructured knowledge

Minjoon Seo: Extremely large neural memory of unstructured knowledge

Artificial Agents Learn Flexible Visual Representations by Playing a Hiding Game

Artificial Agents Learn Flexible Visual Representations by Playing a Hiding Game

Dr. Asma Ben Abacha: Medical Question Answering

Dr. Asma Ben Abacha: Medical Question Answering

Tom Hope: Boosting innovation and discovery of ideas

Tom Hope: Boosting innovation and discovery of ideas

Semih Yavuz: Structured to Unstructured Knowledge Grounding for Response Generation

Semih Yavuz: Structured to Unstructured Knowledge Grounding for Response Generation

Jeff Hammerbacher: Extracting T cell function and differentiation characteristics

Jeff Hammerbacher: Extracting T cell function and differentiation characteristics

AI2 Academy: The Beginners Guide to Computer Vision - Part 2

AI2 Academy: The Beginners Guide to Computer Vision - Part 2

Rachel Rudinger: Natural Language Understanding for Events and Participants in Text

Rachel Rudinger: Natural Language Understanding for Events and Participants in Text

Peter Anderson: Both Sides Now: Generating and Understanding Visually-Grounded Language

Peter Anderson: Both Sides Now: Generating and Understanding Visually-Grounded Language

Pramod Kaushik Mudrakarta: Understanding question comprehension, and generalizability

Pramod Kaushik Mudrakarta: Understanding question comprehension, and generalizability

AI2 Incubator – Join us!

AI2 Incubator – Join us!

Two Body Problem: Collaborative Visual Task Completion

Two Body Problem: Collaborative Visual Task Completion

Longqi Yang: User-centric Recommendation Models and Systems

Longqi Yang: User-centric Recommendation Models and Systems

AI and Policy Workshop at AI2

AI and Policy Workshop at AI2

Arzoo Katiyar - Learning Structured Information from Language

Arzoo Katiyar - Learning Structured Information from Language

Swabha Swayamdipta: Learning Challenges in Natural Language Processing

Swabha Swayamdipta: Learning Challenges in Natural Language Processing

Daniel Khashabi - Natural Language Understanding with Indirect Supervision

Daniel Khashabi - Natural Language Understanding with Indirect Supervision

Reut Tsarfaty: "Natural Language Programming (NLPRO): Turning Texts into Executable Code"

Reut Tsarfaty: "Natural Language Programming (NLPRO): Turning Texts into Executable Code"

Rohit Girdhar:

Rohit Girdhar:

Julia Lane: "Where’s the Data: A new approach to social science data search and discovery"

Julia Lane: "Where’s the Data: A new approach to social science data search and discovery"

Qiang Ning: "Understanding Time In Natural Language"

Qiang Ning: "Understanding Time In Natural Language"

Iconary game showcase | AllenAI guesses | Get your glasses on!

Iconary game showcase | AllenAI guesses | Get your glasses on!

Iconary game showcase | AllenAI draws | Who, what, where?

Iconary game showcase | AllenAI draws | Who, what, where?

Iconary game showcase | AllenAI draws | Loading... what?

Iconary game showcase | AllenAI draws | Loading... what?

Iconary from AI2 | Draw and Guess with AllenAI

Iconary from AI2 | Draw and Guess with AllenAI

Rik Koncel-Kedziorski: "Text Generation from Knowledge Graphs"

Rik Koncel-Kedziorski: "Text Generation from Knowledge Graphs"

Ice Pasupat "Natural Language Interface for Web Interaction via Compositional Generation"

Ice Pasupat "Natural Language Interface for Web Interaction via Compositional Generation"

Abhisek Das Talk: "Towards Agents that can See, Talk, and Act"

Abhisek Das Talk: "Towards Agents that can See, Talk, and Act"

Tal Linzen "Using cognitive science to evaluate and interpret neural language models"

Tal Linzen "Using cognitive science to evaluate and interpret neural language models"

Shyam Upadhyay: Learning with Less Supervision in a Multilingual World

Shyam Upadhyay: Learning with Less Supervision in a Multilingual World

Kevin Jamieson: Efficient Algorithms for Adaptive Data Collection with Very Large Action Spaces

Kevin Jamieson: Efficient Algorithms for Adaptive Data Collection with Very Large Action Spaces

Chelsea Finn: Building Unsupervised Versatile Agents with Meta-Learning

Chelsea Finn: Building Unsupervised Versatile Agents with Meta-Learning

Sam Thomson: Rational Recurrences: Bridging CNNs, RNNs, and Weighted Finite-State Machines

Sam Thomson: Rational Recurrences: Bridging CNNs, RNNs, and Weighted Finite-State Machines

Rishabh Iyer: Submodular Optimization and Data Summarization with Applications to Computer Vision

Rishabh Iyer: Submodular Optimization and Data Summarization with Applications to Computer Vision

Pradeep Dasigi: Knowledge-Aware Natural Language Understanding

Pradeep Dasigi: Knowledge-Aware Natural Language Understanding

Chen Liang: Neural Symbolic Machines

Chen Liang: Neural Symbolic Machines

Robin Jia: Exposing Brittleness in Reading Comprehension Systems

Robin Jia: Exposing Brittleness in Reading Comprehension Systems

Lucy Wang: "Learning from biomedical data"

Lucy Wang: "Learning from biomedical data"

Sebastian Ruder: Neural Semi-supervised Learning under Domain Shift

Sebastian Ruder: Neural Semi-supervised Learning under Domain Shift

Ana Marasovic: "Resolving Abstract Anaphors in Discourse..."

Ana Marasovic: "Resolving Abstract Anaphors in Discourse..."

Kevin Gimpel: From Paraphrase Modeling to Controlled Generation

Kevin Gimpel: From Paraphrase Modeling to Controlled Generation

Daniel Weld: Crafting Intelligible Intelligence

Daniel Weld: Crafting Intelligible Intelligence

Nicolas Fiorini "The relevance search in PubMed"

Nicolas Fiorini "The relevance search in PubMed"

Imagine This! Scripts to compositions to videos with the CRAFT model

Imagine This! Scripts to compositions to videos with the CRAFT model

Chaitanya Malaviya: Neural Factor Graph Models for Cross-lingual Morphological Tagging

Chaitanya Malaviya: Neural Factor Graph Models for Cross-lingual Morphological Tagging

Hao Fang: Sounding Board -- A User-Centric and Content-driven Social Chatbot

Hao Fang: Sounding Board -- A User-Centric and Content-driven Social Chatbot

Vered Shwartz: "Acquiring Lexical Semantic Knowledge"

Vered Shwartz: "Acquiring Lexical Semantic Knowledge"

Hany Hassan: "Found in Translation: the journey to achieving human parity in Machine Translation"

Hany Hassan: "Found in Translation: the journey to achieving human parity in Machine Translation"

Saining Xie: "Deep Representation Learning with Induced Structural Priors"

Saining Xie: "Deep Representation Learning with Induced Structural Priors"

CharadesEgo teaser

CharadesEgo teaser

Kyle Richardson: "New Resources and Ideas for Semantic Parsing"

Kyle Richardson: "New Resources and Ideas for Semantic Parsing"

Jesse Dodge: Open Loop Hyperparameter Optimization and Determinantal Point Processes

Jesse Dodge: Open Loop Hyperparameter Optimization and Determinantal Point Processes

Imagine This! Scripts to Compositions to Videos

Imagine This! Scripts to Compositions to Videos

Rama Vedantam: "Connecting Vision and Language for Interpretation, Grounding and Imagination"

Rama Vedantam: "Connecting Vision and Language for Interpretation, Grounding and Imagination"

Chenyan Xiong: "Text Representation, Retrieval, and Understanding with Knowledge Graphs"

Chenyan Xiong: "Text Representation, Retrieval, and Understanding with Knowledge Graphs"

Keisuke Sakaguchi: Robust Text Correction for Grammar and Fluency

Keisuke Sakaguchi: Robust Text Correction for Grammar and Fluency

Arun Chaganty: Debiasing natural language evaluation with humans in the loop

Arun Chaganty: Debiasing natural language evaluation with humans in the loop

AI2-THOR v1.0 demo

AI2-THOR v1.0 demo

Peter Jansen: What's in an Explanation? Toward Explanation-centered Inference for Science Exams

Peter Jansen: What's in an Explanation? Toward Explanation-centered Inference for Science Exams

Yonatan Belinkov: Internal Representations in Deep Learning for Language and Speech Processing

Yonatan Belinkov: Internal Representations in Deep Learning for Language and Speech Processing

Guest Lecture: Rob Speer "Why Knowledge Matters in Natural Language Understanding"

Guest Lecture: Rob Speer "Why Knowledge Matters in Natural Language Understanding"

Alexander "Sasha" Rush: Experiments in Inferring Latent Sentence Structure

Alexander "Sasha" Rush: Experiments in Inferring Latent Sentence Structure

IQA: Visual Question Answering in Interactive Environments

IQA: Visual Question Answering in Interactive Environments

Danqi Chen: From Reading Comprehension to Open-Domain Question Answering

Danqi Chen: From Reading Comprehension to Open-Domain Question Answering

Sun Kim: Towards better search experience in PubMed

Sun Kim: Towards better search experience in PubMed

Jacob Walker: Data-Driven Visual Forecasting

Jacob Walker: Data-Driven Visual Forecasting

Mohammad Rasooli: Cross-Lingual Transfer of Natural Language Processing Systems

Mohammad Rasooli: Cross-Lingual Transfer of Natural Language Processing Systems

Gary Marcus - Artificial General Intelligence: Why Aren't We There Yet?

Gary Marcus - Artificial General Intelligence: Why Aren't We There Yet?

Leo Boytsov: Off the Beaten Path: Let’s Replace Term-Based Retrieval with k-NN Search

Leo Boytsov: Off the Beaten Path: Let’s Replace Term-Based Retrieval with k-NN Search

Arman Cohan: Text Summarization and Categorization for Scientific and Health-Related Data

Arman Cohan: Text Summarization and Categorization for Scientific and Health-Related Data

Horacio Saggion: Mining and Enriching Scientific Text Collections

Horacio Saggion: Mining and Enriching Scientific Text Collections

Leo Boystov: Off the beaten path: Let’s replace term-based retrieval with k-NN search

Leo Boystov: Off the beaten path: Let’s replace term-based retrieval with k-NN search

Sunil Mohan: Convolutional Models for Textual Relevance Applied to Biomedical Information Retrieval

Sunil Mohan: Convolutional Models for Textual Relevance Applied to Biomedical Information Retrieval

Ido Dagan: Open Knowledge Graphs: Consolidating and Exploring Textual Information

Ido Dagan: Open Knowledge Graphs: Consolidating and Exploring Textual Information

Christopher Malon: Answer Extraction by Recursive Parse Tree Descent Abstract

Christopher Malon: Answer Extraction by Recursive Parse Tree Descent Abstract

Xinlei Chen: Learning and Reasoning with Visual Knowledge

Xinlei Chen: Learning and Reasoning with Visual Knowledge

Chuang Gan: Video Understanding: From Tags to Language

Chuang Gan: Video Understanding: From Tags to Language

Gabi Stanovsky: Proposition Extraction: Formulation, Crowd-sourcing and Prediction.

Gabi Stanovsky: Proposition Extraction: Formulation, Crowd-sourcing and Prediction.