AI2 Paper Gallery

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

Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions

Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions

Publishing year: 2016

Publishing venue: AAAI

Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers

Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers

Publishing year: 2017

Publishing venue: EMNLP

Commonsense Knowledge in Machine Intelligence

Commonsense Knowledge in Machine Intelligence

Publishing year: 2018

Publishing venue: SGMD

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text

Publishing year: 2018

Publishing venue: ArXiv

Creating Causal Embeddings for Question Answering with Minimal Supervision

Creating Causal Embeddings for Question Answering with Minimal Supervision

Publishing year: 2016

Publishing venue: EMNLP

Extracting Scientific Figures with Distantly Supervised Neural Networks

Extracting Scientific Figures with Distantly Supervised Neural Networks

Publishing year: 2018

Publishing venue: JCDL

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

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

End-to-end Neural Coreference Resolution

End-to-end Neural Coreference Resolution

Publishing year: 2017

Publishing venue: EMNLP

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

A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks

A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks

Publishing year: 2020

Publishing venue: ECCV

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge

Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge

Publishing year: 2021

Publishing venue: ArXiv

PIQA: Reasoning about Physical Commonsense in Natural Language

PIQA: Reasoning about Physical Commonsense in Natural Language

Publishing year: 2020

Publishing venue: AAAI

What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering

What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering

Publishing year: 2019

Publishing venue: EMNLP

PDFFigures 2.0: Mining figures from research papers

PDFFigures 2.0: Mining figures from research papers

Publishing year: 2016

Publishing venue: 2016 IEEE/ACM Joint Conference on Digital Libraries (JCDL)

Domain-Targeted, High Precision Knowledge Extraction

Domain-Targeted, High Precision Knowledge Extraction

Publishing year: 2017

Publishing venue: TACL

ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network

ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network

Publishing year: 2019

Publishing venue: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

What Does My QA Model Know? Devising Controlled Probes Using Expert Knowledge

What Does My QA Model Know? Devising Controlled Probes Using Expert Knowledge

Publishing year: 2020

Publishing venue: Transactions of the Association for Computational Linguistics

Syntactic Search by Example

Syntactic Search by Example

Publishing year: 2020

Publishing venue: ACL

Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork

Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork

Publishing year: 2021

Publishing venue: AAAI

“You Are Grounded!”: Latent Name Artifacts in Pre-trained Language Models

“You Are Grounded!”: Latent Name Artifacts in Pre-trained Language Models

Publishing year: 2020

Publishing venue: EMNLP

Critical Thinking for Language Models

Critical Thinking for Language Models

Publishing year: 2020

Publishing venue: ArXiv

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