AI2 Paper Gallery

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

PIQA: Reasoning about Physical Commonsense in Natural Language

PIQA: Reasoning about Physical Commonsense in Natural Language

Publishing year: 2020

Publishing venue: AAAI

Extracting Scientific Figures with Distantly Supervised Neural Networks

Extracting Scientific Figures with Distantly Supervised Neural Networks

Publishing year: 2018

Publishing venue: JCDL

Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding

Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding

Publishing year: 2017

Publishing venue: WWW

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

Cross-Document Language Modeling

Cross-Document Language Modeling

Publishing year: 2021

Publishing venue: ArXiv

The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction

The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction

Publishing year: 2017

Publishing venue: *SEMEVAL

Defending Against Neural Fake News

Defending Against Neural Fake News

Publishing year: 2019

Publishing venue: NeurIPS

Automatic Construction of Inference-Supporting Knowledge Bases

Automatic Construction of Inference-Supporting Knowledge Bases

Publishing year: 2014

Publishing venue:

What’s in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams

What’s in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams

Publishing year: 2016

Publishing venue: COLING

Ultra-Fine Entity Typing

Ultra-Fine Entity Typing

Publishing year: 2018

Publishing venue: ACL

You Only Look Once: Unified, Real-Time Object Detection

You Only Look Once: Unified, Real-Time Object Detection

Publishing year: 2016

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

OCNLI: Original Chinese Natural Language Inference

OCNLI: Original Chinese Natural Language Inference

Publishing year: 2020

Publishing venue: FINDINGS

Question Decomposition with Dependency Graphs

Question Decomposition with Dependency Graphs

Publishing year: 2021

Publishing venue: ArXiv

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

Reasoning Over Paragraph Effects in Situations

Reasoning Over Paragraph Effects in Situations

Publishing year: 2019

Publishing venue: MRQA@EMNLP

Grounded Situation Recognition

Grounded Situation Recognition

Publishing year: 2020

Publishing venue: ECCV

Domain-Targeted, High Precision Knowledge Extraction

Domain-Targeted, High Precision Knowledge Extraction

Publishing year: 2017

Publishing venue: TACL

Question Answering as Global Reasoning Over Semantic Abstractions

Question Answering as Global Reasoning Over Semantic Abstractions

Publishing year: 2018

Publishing venue: AAAI

CLUE: A Chinese Language Understanding Evaluation Benchmark

CLUE: A Chinese Language Understanding Evaluation Benchmark

Publishing year: 2020

Publishing venue: COLING

A Diagram is Worth a Dozen Images

A Diagram is Worth a Dozen Images

Publishing year: 2016

Publishing venue: ECCV

Cooperative Generator-Discriminator Networks for Abstractive Summarization with Narrative Flow

Cooperative Generator-Discriminator Networks for Abstractive Summarization with Narrative Flow

Publishing year: 2019

Publishing venue: ArXiv

Spatially Aware Multimodal Transformers for TextVQA

Spatially Aware Multimodal Transformers for TextVQA

Publishing year: 2020

Publishing venue: ECCV

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

Evaluating Machines by their Real-World Language Use

Evaluating Machines by their Real-World Language Use

Publishing year: 2020

Publishing venue: ArXiv

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