AI2 Paper Gallery

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

QASC: A Dataset for Question Answering via Sentence Composition

QASC: A Dataset for Question Answering via Sentence Composition

Publishing year: 2020

Publishing venue: AAAI

Multilevel Text Alignment with Cross-Document Attention

Multilevel Text Alignment with Cross-Document Attention

Publishing year: 2020

Publishing venue: EMNLP

Exploiting Explicit Paths for Multi-hop Reading Comprehension

Exploiting Explicit Paths for Multi-hop Reading Comprehension

Publishing year: 2019

Publishing venue: ACL

Query-Reduction Networks for Question Answering

Query-Reduction Networks for Question Answering

Publishing year: 2017

Publishing venue: ICLR

Visual Room Rearrangement

Visual Room Rearrangement

Publishing year: 2021

Publishing venue: ArXiv

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

Publishing year: 2020

Publishing venue: ArXiv

Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension

Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension

Publishing year: 2018

Publishing venue: NAACL

Evaluating Text GANs as Language Models

Evaluating Text GANs as Language Models

Publishing year: 2019

Publishing venue: NAACL

Promoting Graph Awareness in Linearized Graph-to-Text Generation

Promoting Graph Awareness in Linearized Graph-to-Text Generation

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

Knowledge Enhanced Contextual Word Representations

Knowledge Enhanced Contextual Word Representations

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Adversarial Filters of Dataset Biases

Adversarial Filters of Dataset Biases

Publishing year: 2020

Publishing venue: ICML

Visual Semantic Navigation using Scene Priors

Visual Semantic Navigation using Scene Priors

Publishing year: 2019

Publishing venue: ICLR

MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

Publishing year: 2019

Publishing venue: ACL

Moving beyond the Turing Test with the Allen AI Science Challenge

Moving beyond the Turing Test with the Allen AI Science Challenge

Publishing year: 2017

Publishing venue: Commun. ACM

ParsiNLU: A Suite of Language Understanding Challenges for Persian

ParsiNLU: A Suite of Language Understanding Challenges for Persian

Publishing year: 2020

Publishing venue: ArXiv

Robust Navigation with Language Pretraining and Stochastic Sampling

Robust Navigation with Language Pretraining and Stochastic Sampling

Publishing year: 2019

Publishing venue: EMNLP

Word Sense Induction with Neural biLM and Symmetric Patterns

Word Sense Induction with Neural biLM and Symmetric Patterns

Publishing year: 2018

Publishing venue: EMNLP

Do Neural Language Models Overcome Reporting Bias?

Do Neural Language Models Overcome Reporting Bias?

Publishing year: 2020

Publishing venue: COLING

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing

Publishing year: 2018

Publishing venue: NeurIPS

FlowQA: Grasping Flow in History for Conversational Machine Comprehension

FlowQA: Grasping Flow in History for Conversational Machine Comprehension

Publishing year: 2019

Publishing venue: ICLR

Evaluating NLP Models via Contrast Sets

Evaluating NLP Models via Contrast Sets

Publishing year: 2020

Publishing venue: ArXiv

A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers

A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers

Publishing year: 2021

Publishing venue: NAACL

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