AI2 Paper Gallery

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

CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

Publishing year: 2019

Publishing venue: NAACL

The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction

The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction

Publishing year: 2017

Publishing venue: *SEMEVAL

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

Publishing year: 2021

Publishing venue: ArXiv

Adaptive Stratified Sampling for Precision-Recall Estimation

Adaptive Stratified Sampling for Precision-Recall Estimation

Publishing year: 2018

Publishing venue: UAI

WIQA: A dataset for "What if..." reasoning over procedural text

WIQA: A dataset for "What if..." reasoning over procedural text

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Visalogy: Answering Visual Analogy Questions

Visalogy: Answering Visual Analogy Questions

Publishing year: 2015

Publishing venue: NIPS

X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers

X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers

Publishing year: 2020

Publishing venue: EMNLP

Structural Scaffolds for Citation Intent Classification in Scientific Publications

Structural Scaffolds for Citation Intent Classification in Scientific Publications

Publishing year: 2019

Publishing venue: NAACL

Ontology-Aware Token Embeddings for Prepositional Phrase Attachment

Ontology-Aware Token Embeddings for Prepositional Phrase Attachment

Publishing year: 2017

Publishing venue: ACL

The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task

The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task

Publishing year: 2017

Publishing venue: CoNLL

Ontology alignment in the biomedical domain using entity definitions and context

Ontology alignment in the biomedical domain using entity definitions and context

Publishing year: 2018

Publishing venue: BioNLP

Adaptive Concentration Inequalities for Sequential Decision Problems

Adaptive Concentration Inequalities for Sequential Decision Problems

Publishing year: 2016

Publishing venue: NIPS

AllenNLP: A Deep Semantic Natural Language Processing Platform

AllenNLP: A Deep Semantic Natural Language Processing Platform

Publishing year: 2018

Publishing venue: ArXiv

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations

Publishing year: 2017

Publishing venue: CoNLL

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

Answering Complex Questions Using Open Information Extraction

Answering Complex Questions Using Open Information Extraction

Publishing year: 2017

Publishing venue: ACL

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

Publishing year: 2020

Publishing venue: ArXiv

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Publishing year: 2018

Publishing venue: AAAI

Soft Threshold Weight Reparameterization for Learnable Sparsity

Soft Threshold Weight Reparameterization for Learnable Sparsity

Publishing year: 2020

Publishing venue: ICML

See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content

See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content

Publishing year: 2017

Publishing venue: 2017 IEEE International Conference on Computer Vision (ICCV)

Adversarial Filters of Dataset Biases

Adversarial Filters of Dataset Biases

Publishing year: 2020

Publishing venue: ICML

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

A Simple Yet Strong Pipeline for HotpotQA

A Simple Yet Strong Pipeline for HotpotQA

Publishing year: 2020

Publishing venue: EMNLP

SciBERT: Pretrained Contextualized Embeddings for Scientific Text

SciBERT: Pretrained Contextualized Embeddings for Scientific Text

Publishing year: 2019

Publishing venue: ArXiv

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