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AI2 Paper Gallery

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

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

Do Neural Language Models Overcome Reporting Bias?

Do Neural Language Models Overcome Reporting Bias?

Publishing year: 2020

Publishing venue: COLING

QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines

QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines

Publishing year: 2020

Publishing venue: EMNLP

IKE - An Interactive Tool for Knowledge Extraction

IKE - An Interactive Tool for Knowledge Extraction

Publishing year: 2016

Publishing venue: AKBC@NAACL-HLT

Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs

Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs

Publishing year: 2020

Publishing venue: FINDINGS

Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension

Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension

Publishing year: 2017

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

Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Publishing year: 2018

Publishing venue: ArXiv

Modelling kidney disease using ontology: insights from the Kidney Precision Medicine Project

Modelling kidney disease using ontology: insights from the Kidney Precision Medicine Project

Publishing year: 2020

Publishing venue: Nature Reviews Nephrology

Event2Mind: Commonsense Inference on Events, Intents, and Reactions

Event2Mind: Commonsense Inference on Events, Intents, and Reactions

Publishing year: 2018

Publishing venue: ACL

Learning Object Detection from Captions via Textual Scene Attributes

Learning Object Detection from Captions via Textual Scene Attributes

Publishing year: 2020

Publishing venue: ArXiv

Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering

Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering

Publishing year: 2015

Publishing venue: NAACL

Parsing Algebraic Word Problems into Equations

Parsing Algebraic Word Problems into Equations

Publishing year: 2015

Publishing venue: Transactions of the Association for Computational Linguistics

SPECTER: Document-level Representation Learning using Citation-informed Transformers

SPECTER: Document-level Representation Learning using Citation-informed Transformers

Publishing year: 2020

Publishing venue: ACL

Butterfly Transform: An Efficient FFT Based Neural Architecture Design

Butterfly Transform: An Efficient FFT Based Neural Architecture Design

Publishing year: 2020

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

Benchmarking Hierarchical Script Knowledge

Benchmarking Hierarchical Script Knowledge

Publishing year: 2019

Publishing venue: NAACL

Annotation Artifacts in Natural Language Inference Data

Annotation Artifacts in Natural Language Inference Data

Publishing year: 2018

Publishing venue: NAACL

Looking Beyond Text: Extracting Figures, Tables and Captions from Computer Science Papers

Looking Beyond Text: Extracting Figures, Tables and Captions from Computer Science Papers

Publishing year: 2015

Publishing venue: AAAI Workshop: Scholarly Big Data

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

Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Publishing year: 2018

Publishing venue: EMNLP

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

SciTaiL: A Textual Entailment Dataset from Science Question Answering

SciTaiL: A Textual Entailment Dataset from Science Question Answering

Publishing year: 2018

Publishing venue: AAAI

Probabilistic Models for Learning a Semantic Parser Lexicon

Probabilistic Models for Learning a Semantic Parser Lexicon

Publishing year: 2016

Publishing venue: NAACL

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

Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies

Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies

Publishing year: 2021

Publishing venue: Transactions of the Association for Computational Linguistics

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