AI2 Paper Gallery

This is a gallery of papers published by researchers at AI2. Clicking on one will render a reader-friendly HTML version.

AllenAct: A Framework for Embodied AI Research

AllenAct: A Framework for Embodied AI Research

Publishing year: 2020

Publishing venue: ArXiv

Not All Claims are Created Equal: Choosing the Right Approach to Assess Your Hypotheses

Not All Claims are Created Equal: Choosing the Right Approach to Assess Your Hypotheses

Publishing year: 2019

Publishing venue: ArXiv

Automatic Coupling of Answer Extraction and Information Retrieval

Automatic Coupling of Answer Extraction and Information Retrieval

Publishing year: 2013

Publishing venue: ACL

DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion

DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion

Publishing year: 2019

Publishing venue: NAACL

CLUE: A Chinese Language Understanding Evaluation Benchmark

CLUE: A Chinese Language Understanding Evaluation Benchmark

Publishing year: 2020

Publishing venue: COLING

The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction

The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction

Publishing year: 2017

Publishing venue: *SEMEVAL

Unsupervised Commonsense Question Answering with Self-Talk

Unsupervised Commonsense Question Answering with Self-Talk

Publishing year: 2020

Publishing venue: EMNLP

Annotation Artifacts in Natural Language Inference Data

Annotation Artifacts in Natural Language Inference Data

Publishing year: 2018

Publishing venue: NAACL

Learning Knowledge Graphs for Question Answering through Conversational Dialog

Learning Knowledge Graphs for Question Answering through Conversational Dialog

Publishing year: 2015

Publishing venue: NAACL

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text

Publishing year: 2018

Publishing venue: ArXiv

Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding

Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding

Publishing year: 2017

Publishing venue: WWW

Effective Attention Sheds Light On Interpretability

Effective Attention Sheds Light On Interpretability

Publishing year: 2021

Publishing venue: FINDINGS

Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI

Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI

Publishing year: 2021

Publishing venue: FAccT

What-if I ask you to explain: Explaining the effects of perturbations in procedural text

What-if I ask you to explain: Explaining the effects of perturbations in procedural text

Publishing year: 2020

Publishing venue: FINDINGS

Transformer Feed-Forward Layers Are Key-Value Memories

Transformer Feed-Forward Layers Are Key-Value Memories

Publishing year: 2020

Publishing venue: ArXiv

QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships

QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships

Publishing year: 2019

Publishing venue: AAAI

Closing the Gap Between Short and Long XORs for Model Counting

Closing the Gap Between Short and Long XORs for Model Counting

Publishing year: 2016

Publishing venue: AAAI

PIQA: Reasoning about Physical Commonsense in Natural Language

PIQA: Reasoning about Physical Commonsense in Natural Language

Publishing year: 2020

Publishing venue: AAAI

Question Decomposition with Dependency Graphs

Question Decomposition with Dependency Graphs

Publishing year: 2021

Publishing venue: ArXiv

Procedural Reading Comprehension with Attribute-Aware Context Flow

Procedural Reading Comprehension with Attribute-Aware Context Flow

Publishing year: 2020

Publishing venue: AKBC

Who Let the Dogs Out? Modeling Dog Behavior from Visual Data

Who Let the Dogs Out? Modeling Dog Behavior from Visual Data

Publishing year: 2018

Publishing venue: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Do Neural Language Models Overcome Reporting Bias?

Do Neural Language Models Overcome Reporting Bias?

Publishing year: 2020

Publishing venue: COLING

Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering

Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering

Publishing year: 2020

Publishing venue: EMNLP

From Recognition to Cognition: Visual Commonsense Reasoning

From Recognition to Cognition: Visual Commonsense Reasoning

Publishing year: 2019

Publishing venue: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

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