AI2 Paper Gallery

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

Probing Natural Language Inference Models through Semantic Fragments

Probing Natural Language Inference Models through Semantic Fragments

Publishing year: 2020

Publishing venue: AAAI

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge

Publishing year: 2018

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

Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing

Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Actions ~ Transformations

Actions ~ Transformations

Publishing year: 2016

Publishing venue: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Syntactic Search by Example

Syntactic Search by Example

Publishing year: 2020

Publishing venue: ACL

LCNN: Lookup-Based Convolutional Neural Network

LCNN: Lookup-Based Convolutional Neural Network

Publishing year: 2017

Publishing venue: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search

Publishing year: 2020

Publishing venue: EMNLP

UNQOVERing Stereotypical Biases via Underspecified Questions

UNQOVERing Stereotypical Biases via Underspecified Questions

Publishing year: 2020

Publishing venue: FINDINGS

Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge

Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge

Publishing year: 2021

Publishing venue: ArXiv

ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

Publishing year: 2020

Publishing venue: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks

White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks

Publishing year: 2019

Publishing venue: NAACL

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Query-Reduction Networks for Question Answering

Query-Reduction Networks for Question Answering

Publishing year: 2017

Publishing venue: ICLR

Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming

Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming

Publishing year: 2019

Publishing venue: AAAI

Memory-efficient Transformers via Top-k Attention

Memory-efficient Transformers via Top-k Attention

Publishing year: 2021

Publishing venue: ArXiv

Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages

Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages

Publishing year: 2019

Publishing venue: NAACL

Temporal Common Sense Acquisition with Minimal Supervision

Temporal Common Sense Acquisition with Minimal Supervision

Publishing year: 2020

Publishing venue: ACL

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Publishing year: 2021

Publishing venue: NAACL

Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering

Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering

Publishing year: 2020

Publishing venue: ArXiv

Adaptive Stratified Sampling for Precision-Recall Estimation

Adaptive Stratified Sampling for Precision-Recall Estimation

Publishing year: 2018

Publishing venue: UAI

Does My Multimodal Model Learn Cross-modal Interactions? It’s Harder to Tell than You Might Think!

Does My Multimodal Model Learn Cross-modal Interactions? It’s Harder to Tell than You Might Think!

Publishing year: 2020

Publishing venue: EMNLP

Do Dogs have Whiskers? A New Knowledge Base of hasPart Relations

Do Dogs have Whiskers? A New Knowledge Base of hasPart Relations

Publishing year: 2020

Publishing venue: ArXiv

Scene Graph to Image Generation with Contextualized Object Layout Refinement

Scene Graph to Image Generation with Contextualized Object Layout Refinement

Publishing year: 2020

Publishing venue: ArXiv

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