AI2 Paper Gallery

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

Scene Graph to Image Generation with Contextualized Object Layout Refinement

Scene Graph to Image Generation with Contextualized Object Layout Refinement

Publishing year: 2020

Publishing venue: ArXiv

SciTaiL: A Textual Entailment Dataset from Science Question Answering

SciTaiL: A Textual Entailment Dataset from Science Question Answering

Publishing year: 2018

Publishing venue: AAAI

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

Publishing year: 2020

Publishing venue: EMNLP

Improving Compositional Generalization in Semantic Parsing

Improving Compositional Generalization in Semantic Parsing

Publishing year: 2020

Publishing venue: FINDINGS

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

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

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

Publishing year: 2019

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

A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers

A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers

Publishing year: 2021

Publishing venue: NAACL

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

Publishing year: 2019

Publishing venue: BioNLP@ACL

Structured Alignment Networks for Matching Sentences

Structured Alignment Networks for Matching Sentences

Publishing year: 2018

Publishing venue: EMNLP

Annotation Artifacts in Natural Language Inference Data

Annotation Artifacts in Natural Language Inference Data

Publishing year: 2018

Publishing venue: NAACL

QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships

QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships

Publishing year: 2019

Publishing venue: AAAI

Mitigating Biases in CORD-19 for Analyzing COVID-19 Literature

Mitigating Biases in CORD-19 for Analyzing COVID-19 Literature

Publishing year: 2020

Publishing venue: Frontiers in Research Metrics and Analytics

FlowQA: Grasping Flow in History for Conversational Machine Comprehension

FlowQA: Grasping Flow in History for Conversational Machine Comprehension

Publishing year: 2019

Publishing venue: ICLR

A Diagram is Worth a Dozen Images

A Diagram is Worth a Dozen Images

Publishing year: 2016

Publishing venue: ECCV

Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks

Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks

Publishing year: 2020

Publishing venue: ACL

DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion

DiscoFuse: A Large-Scale Dataset for Discourse-Based Sentence Fusion

Publishing year: 2019

Publishing venue: NAACL

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

Learning from Task Descriptions

Learning from Task Descriptions

Publishing year: 2020

Publishing venue: EMNLP

Transfer Learning Between Related Tasks Using Expected Label Proportions

Transfer Learning Between Related Tasks Using Expected Label Proportions

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Publishing year: 2018

Publishing venue: ArXiv

Query-Reduction Networks for Question Answering

Query-Reduction Networks for Question Answering

Publishing year: 2017

Publishing venue: ICLR

End-to-end Neural Coreference Resolution

End-to-end Neural Coreference Resolution

Publishing year: 2017

Publishing venue: EMNLP

PaLM: A Hybrid Parser and Language Model

PaLM: A Hybrid Parser and Language Model

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

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