AI2 Paper Gallery

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

ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning

ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning

Publishing year: 2019

Publishing venue: AAAI

Effective Attention Sheds Light On Interpretability

Effective Attention Sheds Light On Interpretability

Publishing year: 2021

Publishing venue: FINDINGS

Extracting Scientific Figures with Distantly Supervised Neural Networks

Extracting Scientific Figures with Distantly Supervised Neural Networks

Publishing year: 2018

Publishing venue: JCDL

Structural Scaffolds for Citation Intent Classification in Scientific Publications

Structural Scaffolds for Citation Intent Classification in Scientific Publications

Publishing year: 2019

Publishing venue: NAACL

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

A general framework for information extraction using dynamic span graphs

A general framework for information extraction using dynamic span graphs

Publishing year: 2019

Publishing venue: NAACL

Learning Biological Processes with Global Constraints

Learning Biological Processes with Global Constraints

Publishing year: 2013

Publishing venue: EMNLP

On Generating Extended Summaries of Long Documents

On Generating Extended Summaries of Long Documents

Publishing year: 2021

Publishing venue: SDU@AAAI

ReadOnce Transformers: Reusable Representations of Text for Transformers

ReadOnce Transformers: Reusable Representations of Text for Transformers

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Publishing year: 2018

Publishing venue: AAAI

Constructing a Textual KB from a Biology TextBook

Constructing a Textual KB from a Biology TextBook

Publishing year: 2012

Publishing venue: AKBC-WEKEX@NAACL-HLT

Procedural Reading Comprehension with Attribute-Aware Context Flow

Procedural Reading Comprehension with Attribute-Aware Context Flow

Publishing year: 2020

Publishing venue: AKBC

Unsupervised Commonsense Question Answering with Self-Talk

Unsupervised Commonsense Question Answering with Self-Talk

Publishing year: 2020

Publishing venue: EMNLP

Answering Complex Questions Using Open Information Extraction

Answering Complex Questions Using Open Information Extraction

Publishing year: 2017

Publishing venue: ACL

Actions ~ Transformations

Actions ~ Transformations

Publishing year: 2016

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

Counterfactual Story Reasoning and Generation

Counterfactual Story Reasoning and Generation

Publishing year: 2019

Publishing venue: EMNLP

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Publishing year: 2020

Publishing venue: ACL

Evaluating NLP Models via Contrast Sets

Evaluating NLP Models via Contrast Sets

Publishing year: 2020

Publishing venue: ArXiv

Chinese Open Relation Extraction for Knowledge Acquisition

Chinese Open Relation Extraction for Knowledge Acquisition

Publishing year: 2014

Publishing venue: EACL

Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge

Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge

Publishing year: 2017

Publishing venue: AAAI

DOCK: Detecting Objects by Transferring Common-Sense Knowledge

DOCK: Detecting Objects by Transferring Common-Sense Knowledge

Publishing year: 2018

Publishing venue: ECCV

Learning Object Detection from Captions via Textual Scene Attributes

Learning Object Detection from Captions via Textual Scene Attributes

Publishing year: 2020

Publishing venue: ArXiv

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

Toward a Taxonomy and Computational Models of Abnormalities in Images

Toward a Taxonomy and Computational Models of Abnormalities in Images

Publishing year: 2016

Publishing venue: AAAI

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