AI2 Paper Gallery

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

Multilevel Text Alignment with Cross-Document Attention

Multilevel Text Alignment with Cross-Document Attention

Publishing year: 2020

Publishing venue: EMNLP

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

Searching for scientific evidence in a pandemic: An overview of TREC-COVID

Searching for scientific evidence in a pandemic: An overview of TREC-COVID

Publishing year: 2021

Publishing venue: Journal of Biomedical Informatics

VisKE: Visual knowledge extraction and question answering by visual verification of relation phrases

VisKE: Visual knowledge extraction and question answering by visual verification of relation phrases

Publishing year: 2015

Publishing venue: 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

A Diagram is Worth a Dozen Images

A Diagram is Worth a Dozen Images

Publishing year: 2016

Publishing venue: ECCV

Improving Compositional Generalization in Semantic Parsing

Improving Compositional Generalization in Semantic Parsing

Publishing year: 2020

Publishing venue: FINDINGS

Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies

Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies

Publishing year: 2021

Publishing venue: Transactions of the Association for Computational Linguistics

From Recognition to Cognition: Visual Commonsense Reasoning

From Recognition to Cognition: Visual Commonsense Reasoning

Publishing year: 2019

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

Finding Domain-Specific Grounding in Noisy Visual-Textual Documents

Finding Domain-Specific Grounding in Noisy Visual-Textual Documents

Publishing year: 2020

Publishing venue: EMNLP

What's in your Head? Emergent Behaviour in Multi-Task Transformer Models

What's in your Head? Emergent Behaviour in Multi-Task Transformer Models

Publishing year: 2021

Publishing venue: ArXiv

Deep Semantic Role Labeling: What Works and What's Next

Deep Semantic Role Labeling: What Works and What's Next

Publishing year: 2017

Publishing venue: ACL

Learning from Task Descriptions

Learning from Task Descriptions

Publishing year: 2020

Publishing venue: EMNLP

Insights into Parallelism with Intensive Knowledge Sharing

Insights into Parallelism with Intensive Knowledge Sharing

Publishing year: 2014

Publishing venue: CP

Answer Extraction as Sequence Tagging with Tree Edit Distance

Answer Extraction as Sequence Tagging with Tree Edit Distance

Publishing year: 2013

Publishing venue: NAACL

Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations

Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations

Publishing year: 2018

Publishing venue: EMNLP

Event2Mind: Commonsense Inference on Events, Intents, and Reactions

Event2Mind: Commonsense Inference on Events, Intents, and Reactions

Publishing year: 2018

Publishing venue: ACL

Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets

Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets

Publishing year: 2019

Publishing venue: NAACL

Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning

Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning

Publishing year: 2019

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

MS2: Multi-Document Summarization of Medical Studies

MS2: Multi-Document Summarization of Medical Studies

Publishing year: 2021

Publishing venue: ArXiv

AllenNLP: A Deep Semantic Natural Language Processing Platform

AllenNLP: A Deep Semantic Natural Language Processing Platform

Publishing year: 2018

Publishing venue: ArXiv

A study of the knowledge base requirements for passing an elementary science test

A study of the knowledge base requirements for passing an elementary science test

Publishing year: 2013

Publishing venue: AKBC '13

A Simple Yet Strong Pipeline for HotpotQA

A Simple Yet Strong Pipeline for HotpotQA

Publishing year: 2020

Publishing venue: EMNLP

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

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)

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