AI2 Paper Gallery

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

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

Discourse Complements Lexical Semantics for Non-factoid Answer Reranking

Discourse Complements Lexical Semantics for Non-factoid Answer Reranking

Publishing year: 2014

Publishing venue: ACL

Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Publishing year: 2020

Publishing venue: ArXiv

A study of the knowledge base requirements for passing an elementary science test

A study of the knowledge base requirements for passing an elementary science test

Publishing year: 2013

Publishing venue: AKBC '13

COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs

COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs

Publishing year: 2021

Publishing venue: AAAI

Critical Thinking for Language Models

Critical Thinking for Language Models

Publishing year: 2020

Publishing venue: ArXiv

Much Ado About Time: Exhaustive Annotation of Temporal Data

Much Ado About Time: Exhaustive Annotation of Temporal Data

Publishing year: 2016

Publishing venue: HCOMP

ReadOnce Transformers: Reusable Representations of Text for Transformers

ReadOnce Transformers: Reusable Representations of Text for Transformers

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Question Decomposition with Dependency Graphs

Question Decomposition with Dependency Graphs

Publishing year: 2021

Publishing venue: ArXiv

Gender trends in computer science authorship

Gender trends in computer science authorship

Publishing year: 2021

Publishing venue: Commun. ACM

ABNIRML: Analyzing the Behavior of Neural IR Models

ABNIRML: Analyzing the Behavior of Neural IR Models

Publishing year: 2020

Publishing venue: ArXiv

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Improving Distant Supervision with Maxpooled Attention and Sentence-Level Supervision

Improving Distant Supervision with Maxpooled Attention and Sentence-Level Supervision

Publishing year: 2018

Publishing venue: ArXiv

BDD-Guided Clause Generation

BDD-Guided Clause Generation

Publishing year: 2015

Publishing venue: CPAIOR

Neural network gradient-based learning of black-box function interfaces

Neural network gradient-based learning of black-box function interfaces

Publishing year: 2019

Publishing venue: ICLR

Actor and Observer: Joint Modeling of First and Third-Person Videos

Actor and Observer: Joint Modeling of First and Third-Person Videos

Publishing year: 2018

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

The Right Tool for the Job: Matching Model and Instance Complexities

The Right Tool for the Job: Matching Model and Instance Complexities

Publishing year: 2020

Publishing venue: ACL

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

Publishing year: 2020

Publishing venue: ArXiv

Improving Compositional Generalization in Semantic Parsing

Improving Compositional Generalization in Semantic Parsing

Publishing year: 2020

Publishing venue: FINDINGS

Grounded Situation Recognition

Grounded Situation Recognition

Publishing year: 2020

Publishing venue: ECCV

Stolen Probability: A Structural Weakness of Neural Language Models

Stolen Probability: A Structural Weakness of Neural Language Models

Publishing year: 2020

Publishing venue: ACL

Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach

Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach

Publishing year: 2016

Publishing venue: AAAI

Content-Based Citation Recommendation

Content-Based Citation Recommendation

Publishing year: 2018

Publishing venue: NAACL

Do NLP Models Know Numbers? Probing Numeracy in Embeddings

Do NLP Models Know Numbers? Probing Numeracy in Embeddings

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

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