AI2 Paper Gallery

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

Challenges in Automated Debiasing for Toxic Language Detection

Challenges in Automated Debiasing for Toxic Language Detection

Publishing year: 2021

Publishing venue: EACL

Exact Sampling with Integer Linear Programs and Random Perturbations

Exact Sampling with Integer Linear Programs and Random Perturbations

Publishing year: 2016

Publishing venue: AAAI

Ultra-Fine Entity Typing

Ultra-Fine Entity Typing

Publishing year: 2018

Publishing venue: ACL

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

Low-Resource Parsing with Crosslingual Contextualized Representations

Low-Resource Parsing with Crosslingual Contextualized Representations

Publishing year: 2019

Publishing venue: CoNLL

Defending Against Neural Fake News

Defending Against Neural Fake News

Publishing year: 2019

Publishing venue: NeurIPS

End-to-end Neural Coreference Resolution

End-to-end Neural Coreference Resolution

Publishing year: 2017

Publishing venue: EMNLP

Value-aware Approximate Attention

Value-aware Approximate Attention

Publishing year: 2021

Publishing venue: ArXiv

Semantic Role Labeling for Process Recognition Questions

Semantic Role Labeling for Process Recognition Questions

Publishing year: 2015

Publishing venue:

PySBD: Pragmatic Sentence Boundary Disambiguation

PySBD: Pragmatic Sentence Boundary Disambiguation

Publishing year: 2020

Publishing venue: NLPOSS

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

Target-driven visual navigation in indoor scenes using deep reinforcement learning

Target-driven visual navigation in indoor scenes using deep reinforcement learning

Publishing year: 2017

Publishing venue: 2017 IEEE International Conference on Robotics and Automation (ICRA)

The Web as a Knowledge-Base for Answering Complex Questions

The Web as a Knowledge-Base for Answering Complex Questions

Publishing year: 2018

Publishing venue: NAACL

What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering

What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering

Publishing year: 2019

Publishing venue: EMNLP

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing

Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing

Publishing year: 2018

Publishing venue: EMNLP

Promoting Graph Awareness in Linearized Graph-to-Text Generation

Promoting Graph Awareness in Linearized Graph-to-Text Generation

Publishing year: 2021

Publishing venue: FINDINGS

Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision

Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision

Publishing year: 2021

Publishing venue: AAAI

AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples

AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples

Publishing year: 2018

Publishing venue: ACL

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Cross-Document Language Modeling

Cross-Document Language Modeling

Publishing year: 2021

Publishing venue: ArXiv

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Publishing year: 2018

Publishing venue: AAAI

Reasoning Over Paragraph Effects in Situations

Reasoning Over Paragraph Effects in Situations

Publishing year: 2019

Publishing venue: MRQA@EMNLP

Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

Publishing year: 2021

Publishing venue: ArXiv

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