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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.

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

CLUE: A Chinese Language Understanding Evaluation Benchmark

CLUE: A Chinese Language Understanding Evaluation Benchmark

Publishing year: 2020

Publishing venue: COLING

CODE: COMPILER-BASED NEURON-AWARE ENSEMBLE TRAINING

CODE: COMPILER-BASED NEURON-AWARE ENSEMBLE TRAINING

Publishing year: 2021

Publishing venue:

Much Ado About Time: Exhaustive Annotation of Temporal Data

Much Ado About Time: Exhaustive Annotation of Temporal Data

Publishing year: 2016

Publishing venue: HCOMP

Natural Instructions: Benchmarking Generalization to New Tasks from Natural Language Instructions

Natural Instructions: Benchmarking Generalization to New Tasks from Natural Language Instructions

Publishing year: 2021

Publishing venue: ArXiv

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

Leveraging Term Banks for Answering Complex Questions: A Case for Sparse Vectors

Leveraging Term Banks for Answering Complex Questions: A Case for Sparse Vectors

Publishing year: 2017

Publishing venue: ArXiv

Pushing it out of the Way: Interactive Visual Navigation

Pushing it out of the Way: Interactive Visual Navigation

Publishing year: 2021

Publishing venue: ArXiv

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

Publishing year: 2019

Publishing venue: BioNLP@ACL

A Task-Oriented Approach for Cost-Sensitive Recognition

A Task-Oriented Approach for Cost-Sensitive Recognition

Publishing year: 2016

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

A Discrete Hard EM Approach for Weakly Supervised Question Answering

A Discrete Hard EM Approach for Weakly Supervised Question Answering

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

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)

Closing the Gap Between Short and Long XORs for Model Counting

Closing the Gap Between Short and Long XORs for Model Counting

Publishing year: 2016

Publishing venue: AAAI

Do Neural Language Models Overcome Reporting Bias?

Do Neural Language Models Overcome Reporting Bias?

Publishing year: 2020

Publishing venue: COLING

Mixture Content Selection for Diverse Sequence Generation

Mixture Content Selection for Diverse Sequence Generation

Publishing year: 2019

Publishing venue: EMNLP

Language (Re)modelling: Towards Embodied Language Understanding

Language (Re)modelling: Towards Embodied Language Understanding

Publishing year: 2020

Publishing venue: ACL

Semi-Markov Phrase-Based Monolingual Alignment

Semi-Markov Phrase-Based Monolingual Alignment

Publishing year: 2013

Publishing venue: EMNLP

DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion

DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion

Publishing year: 2019

Publishing venue: NAACL

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?

Publishing year: 2020

Publishing venue: ACL

Shallow Syntax in Deep Water

Shallow Syntax in Deep Water

Publishing year: 2019

Publishing venue: ArXiv

Semi-supervised sequence tagging with bidirectional language models

Semi-supervised sequence tagging with bidirectional language models

Publishing year: 2017

Publishing venue: ACL

Promoting Graph Awareness in Linearized Graph-to-Text Generation

Promoting Graph Awareness in Linearized Graph-to-Text Generation

Publishing year: 2021

Publishing venue: FINDINGS

Robust Navigation with Language Pretraining and Stochastic Sampling

Robust Navigation with Language Pretraining and Stochastic Sampling

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

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