AI2 Paper Gallery

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

Understanding Convolutional Neural Networks for Text Classification

Understanding Convolutional Neural Networks for Text Classification

Publishing year: 2018

Publishing venue: BlackboxNLP@EMNLP

Interactive Visualization for Linguistic Structure

Interactive Visualization for Linguistic Structure

Publishing year: 2017

Publishing venue: EMNLP

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

Discovering Neural Wirings

Discovering Neural Wirings

Publishing year: 2019

Publishing venue: NeurIPS

Semi-supervised sequence tagging with bidirectional language models

Semi-supervised sequence tagging with bidirectional language models

Publishing year: 2017

Publishing venue: ACL

MS2: Multi-Document Summarization of Medical Studies

MS2: Multi-Document Summarization of Medical Studies

Publishing year: 2021

Publishing venue: ArXiv

Promoting Graph Awareness in Linearized Graph-to-Text Generation

Promoting Graph Awareness in Linearized Graph-to-Text Generation

Publishing year: 2021

Publishing venue: FINDINGS

What’s Hidden in a Randomly Weighted Neural Network?

What’s Hidden in a Randomly Weighted Neural Network?

Publishing year: 2020

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

Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples

Extending a Parser to Distant Domains Using a Few Dozen Partially Annotated Examples

Publishing year: 2018

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)

Adversarial Filters of Dataset Biases

Adversarial Filters of Dataset Biases

Publishing year: 2020

Publishing venue: ICML

Bridging Knowledge Gaps in Neural Entailment via Symbolic Models

Bridging Knowledge Gaps in Neural Entailment via Symbolic Models

Publishing year: 2018

Publishing venue: EMNLP

Adaptive Concentration Inequalities for Sequential Decision Problems

Adaptive Concentration Inequalities for Sequential Decision Problems

Publishing year: 2016

Publishing venue: NIPS

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

Publishing year: 2020

Publishing venue: ArXiv

CLUE: A Chinese Language Understanding Evaluation Benchmark

CLUE: A Chinese Language Understanding Evaluation Benchmark

Publishing year: 2020

Publishing venue: COLING

Question Answering as Global Reasoning Over Semantic Abstractions

Question Answering as Global Reasoning Over Semantic Abstractions

Publishing year: 2018

Publishing venue: AAAI

Syntactic Scaffolds for Semantic Structures

Syntactic Scaffolds for Semantic Structures

Publishing year: 2018

Publishing venue: EMNLP

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

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

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

Publishing year: 2020

Publishing venue: ACL

"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

Gender trends in computer science authorship

Gender trends in computer science authorship

Publishing year: 2021

Publishing venue: Commun. ACM

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Publishing year: 2021

Publishing venue: NAACL

PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction

PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction

Publishing year: 2020

Publishing venue: EMNLP

CEDR: Contextualized Embeddings for Document Ranking

CEDR: Contextualized Embeddings for Document Ranking

Publishing year: 2019

Publishing venue: SIGIR

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