AI2 Paper Gallery

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

SciBERT: Pretrained Contextualized Embeddings for Scientific Text

SciBERT: Pretrained Contextualized Embeddings for Scientific Text

Publishing year: 2019

Publishing venue: ArXiv

Improving Transformer Models by Reordering their Sublayers

Improving Transformer Models by Reordering their Sublayers

Publishing year: 2020

Publishing venue: ACL

Evaluating Machines by their Real-World Language Use

Evaluating Machines by their Real-World Language Use

Publishing year: 2020

Publishing venue: ArXiv

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation

Publishing year: 2017

Publishing venue: ACL

Adaptive Hashing for Model Counting

Adaptive Hashing for Model Counting

Publishing year: 2019

Publishing venue: UAI

Do Neural Language Models Overcome Reporting Bias?

Do Neural Language Models Overcome Reporting Bias?

Publishing year: 2020

Publishing venue: COLING

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

Publishing year: 2020

Publishing venue: EMNLP

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

Neural Semantic Parsing with Type Constraints for Semi-Structured Tables

Neural Semantic Parsing with Type Constraints for Semi-Structured Tables

Publishing year: 2017

Publishing venue: EMNLP

Automatic Construction of Inference-Supporting Knowledge Bases

Automatic Construction of Inference-Supporting Knowledge Bases

Publishing year: 2014

Publishing venue:

Commonsense Knowledge in Machine Intelligence

Commonsense Knowledge in Machine Intelligence

Publishing year: 2018

Publishing venue: SGMD

Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning

Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing

Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing

Publishing year: 2018

Publishing venue: EMNLP

ReadOnce Transformers: Reusable Representations of Text for Transformers

ReadOnce Transformers: Reusable Representations of Text for Transformers

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Differentiable Scene Graphs

Differentiable Scene Graphs

Publishing year: 2020

Publishing venue: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV)

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

Show Your Work: Improved Reporting of Experimental Results

Show Your Work: Improved Reporting of Experimental Results

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

"What Happens If..." Learning to Predict the Effect of Forces in Images

"What Happens If..." Learning to Predict the Effect of Forces in Images

Publishing year: 2016

Publishing venue: ECCV

Just Add Functions: A Neural-Symbolic Language Model

Just Add Functions: A Neural-Symbolic Language Model

Publishing year: 2020

Publishing venue: AAAI

Thinking Like a Skeptic: Defeasible Inference in Natural Language

Thinking Like a Skeptic: Defeasible Inference in Natural Language

Publishing year: 2020

Publishing venue: FINDINGS

A Mixture of h - 1 Heads is Better than h Heads

A Mixture of h - 1 Heads is Better than h Heads

Publishing year: 2020

Publishing venue: ACL

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

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach

Publishing year: 2018

Publishing venue: EMNLP

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