AI2 Paper Gallery

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

GrapAL: Connecting the Dots in Scientific Literature

GrapAL: Connecting the Dots in Scientific Literature

Publishing year: 2019

Publishing venue: ACL

Insights into Parallelism with Intensive Knowledge Sharing

Insights into Parallelism with Intensive Knowledge Sharing

Publishing year: 2014

Publishing venue: CP

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Entity, Relation, and Event Extraction with Contextualized Span Representations

Entity, Relation, and Event Extraction with Contextualized Span Representations

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

The Multilingual Amazon Reviews Corpus

The Multilingual Amazon Reviews Corpus

Publishing year: 2020

Publishing venue: EMNLP

Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering

Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering

Publishing year: 2020

Publishing venue: ArXiv

Do Dogs have Whiskers? A New Knowledge Base of hasPart Relations

Do Dogs have Whiskers? A New Knowledge Base of hasPart Relations

Publishing year: 2020

Publishing venue: ArXiv

Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification

Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification

Publishing year: 2017

Publishing venue: CoNLL

LCNN: Lookup-Based Convolutional Neural Network

LCNN: Lookup-Based Convolutional Neural Network

Publishing year: 2017

Publishing venue: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

ABNIRML: Analyzing the Behavior of Neural IR Models

ABNIRML: Analyzing the Behavior of Neural IR Models

Publishing year: 2020

Publishing venue: ArXiv

ReadOnce Transformers: Reusable Representations of Text for Transformers

ReadOnce Transformers: Reusable Representations of Text for Transformers

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Ontology-Aware Token Embeddings for Prepositional Phrase Attachment

Ontology-Aware Token Embeddings for Prepositional Phrase Attachment

Publishing year: 2017

Publishing venue: ACL

Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks

Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks

Publishing year: 2016

Publishing venue: ECCV

The Web as a Knowledge-Base for Answering Complex Questions

The Web as a Knowledge-Base for Answering Complex Questions

Publishing year: 2018

Publishing venue: NAACL

AdaWISH: Faster Discrete Integration via Adaptive Quantiles

AdaWISH: Faster Discrete Integration via Adaptive Quantiles

Publishing year: 2019

Publishing venue: ArXiv

Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Publishing year: 2020

Publishing venue: ArXiv

PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World

PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Moving beyond the Turing Test with the Allen AI Science Challenge

Moving beyond the Turing Test with the Allen AI Science Challenge

Publishing year: 2017

Publishing venue: Commun. ACM

Adversarial Removal of Demographic Attributes from Text Data

Adversarial Removal of Demographic Attributes from Text Data

Publishing year: 2018

Publishing venue: EMNLP

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

Mixture Content Selection for Diverse Sequence Generation

Mixture Content Selection for Diverse Sequence Generation

Publishing year: 2019

Publishing venue: EMNLP

Thinking Like a Skeptic: Defeasible Inference in Natural Language

Thinking Like a Skeptic: Defeasible Inference in Natural Language

Publishing year: 2020

Publishing venue: FINDINGS

Approximate Inference via Weighted Rademacher Complexity

Approximate Inference via Weighted Rademacher Complexity

Publishing year: 2018

Publishing venue: AAAI

Creating Causal Embeddings for Question Answering with Minimal Supervision

Creating Causal Embeddings for Question Answering with Minimal Supervision

Publishing year: 2016

Publishing venue: EMNLP

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