AI2 Paper Gallery

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

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

Grounded Situation Recognition

Grounded Situation Recognition

Publishing year: 2020

Publishing venue: ECCV

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

Adaptive Hashing for Model Counting

Adaptive Hashing for Model Counting

Publishing year: 2019

Publishing venue: UAI

RNN Architecture Learning with Sparse Regularization

RNN Architecture Learning with Sparse Regularization

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Bridging Knowledge Gaps in Neural Entailment via Symbolic Models

Bridging Knowledge Gaps in Neural Entailment via Symbolic Models

Publishing year: 2018

Publishing venue: EMNLP

Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering

Learning to Explain: Datasets and Models for Identifying Valid Reasoning Chains in Multihop Question-Answering

Publishing year: 2020

Publishing venue: EMNLP

Toward a Taxonomy and Computational Models of Abnormalities in Images

Toward a Taxonomy and Computational Models of Abnormalities in Images

Publishing year: 2016

Publishing venue: AAAI

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

Deep Contextualized Word Representations

Deep Contextualized Word Representations

Publishing year: 2018

Publishing venue: NAACL

ReadOnce Transformers: Reusable Representations of Text for Transformers

ReadOnce Transformers: Reusable Representations of Text for Transformers

Publishing year: 2021

Publishing venue: ACL/IJCNLP

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

Learning Knowledge Graphs for Question Answering through Conversational Dialog

Learning Knowledge Graphs for Question Answering through Conversational Dialog

Publishing year: 2015

Publishing venue: NAACL

Evaluating NLP Models via Contrast Sets

Evaluating NLP Models via Contrast Sets

Publishing year: 2020

Publishing venue: ArXiv

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

Commonsense Knowledge in Machine Intelligence

Commonsense Knowledge in Machine Intelligence

Publishing year: 2018

Publishing venue: SGMD

CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning

CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning

Publishing year: 2020

Publishing venue: FINDINGS

Semi-supervised sequence tagging with bidirectional language models

Semi-supervised sequence tagging with bidirectional language models

Publishing year: 2017

Publishing venue: ACL

Interactive Extractive Search over Biomedical Corpora

Interactive Extractive Search over Biomedical Corpora

Publishing year: 2020

Publishing venue: BIONLP

Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning

Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Do NLP Models Know Numbers? Probing Numeracy in Embeddings

Do NLP Models Know Numbers? Probing Numeracy in Embeddings

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

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

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

PySBD: Pragmatic Sentence Boundary Disambiguation

PySBD: Pragmatic Sentence Boundary Disambiguation

Publishing year: 2020

Publishing venue: NLPOSS

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