AI2 Paper Gallery

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

Topics to Avoid: Demoting Latent Confounds in Text Classification

Topics to Avoid: Demoting Latent Confounds in Text Classification

Publishing year: 2019

Publishing venue: EMNLP

Question Answering as Global Reasoning Over Semantic Abstractions

Question Answering as Global Reasoning Over Semantic Abstractions

Publishing year: 2018

Publishing venue: AAAI

Ontology-Aware Clinical Abstractive Summarization

Ontology-Aware Clinical Abstractive Summarization

Publishing year: 2019

Publishing venue: SIGIR

Evaluating Gender Bias in Machine Translation

Evaluating Gender Bias in Machine Translation

Publishing year: 2019

Publishing venue: ACL

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

Evaluating NLP Models via Contrast Sets

Evaluating NLP Models via Contrast Sets

Publishing year: 2020

Publishing venue: ArXiv

"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding

"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations

Publishing year: 2017

Publishing venue: CoNLL

Learning What is Essential in Questions

Learning What is Essential in Questions

Publishing year: 2017

Publishing venue: CoNLL

Reasoning Over Paragraph Effects in Situations

Reasoning Over Paragraph Effects in Situations

Publishing year: 2019

Publishing venue: MRQA@EMNLP

Interactive Extractive Search over Biomedical Corpora

Interactive Extractive Search over Biomedical Corpora

Publishing year: 2020

Publishing venue: BIONLP

Promoting Graph Awareness in Linearized Graph-to-Text Generation

Promoting Graph Awareness in Linearized Graph-to-Text Generation

Publishing year: 2021

Publishing venue: FINDINGS

FlowQA: Grasping Flow in History for Conversational Machine Comprehension

FlowQA: Grasping Flow in History for Conversational Machine Comprehension

Publishing year: 2019

Publishing venue: ICLR

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

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

Approximate Inference via Weighted Rademacher Complexity

Approximate Inference via Weighted Rademacher Complexity

Publishing year: 2018

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

Annotation Artifacts in Natural Language Inference Data

Annotation Artifacts in Natural Language Inference Data

Publishing year: 2018

Publishing venue: NAACL

ReadOnce Transformers: Reusable Representations of Text for Transformers

ReadOnce Transformers: Reusable Representations of Text for Transformers

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off!

Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off!

Publishing year: 2015

Publishing venue: 2015 IEEE International Conference on Computer Vision (ICCV)

Nakdan: Professional Hebrew Diacritizer

Nakdan: Professional Hebrew Diacritizer

Publishing year: 2020

Publishing venue: ACL

Newtonian Image Understanding: Unfolding the Dynamics of Objects in Static Images

Newtonian Image Understanding: Unfolding the Dynamics of Objects in Static Images

Publishing year: 2016

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

Semi-Markov Phrase-Based Monolingual Alignment

Semi-Markov Phrase-Based Monolingual Alignment

Publishing year: 2013

Publishing venue: EMNLP

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

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