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AI2 Paper Gallery

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

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

Publishing year: 2021

Publishing venue: ArXiv

Global Reasoning over Database Structures for Text-to-SQL Parsing

Global Reasoning over Database Structures for Text-to-SQL Parsing

Publishing year: 2019

Publishing venue: EMNLP

Efficient Adaptation of Pretrained Transformers for Abstractive Summarization

Efficient Adaptation of Pretrained Transformers for Abstractive Summarization

Publishing year: 2019

Publishing venue: ArXiv

Stating the Obvious: Extracting Visual Common Sense Knowledge

Stating the Obvious: Extracting Visual Common Sense Knowledge

Publishing year: 2016

Publishing venue: NAACL

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

TransOMCS: From Linguistic Graphs to Commonsense Knowledge

Publishing year: 2020

Publishing venue: ArXiv

Neural Extractive Search

Neural Extractive Search

Publishing year: 2021

Publishing venue: ArXiv

Transformer Feed-Forward Layers Are Key-Value Memories

Transformer Feed-Forward Layers Are Key-Value Memories

Publishing year: 2020

Publishing venue: ArXiv

Show Your Work: Improved Reporting of Experimental Results

Show Your Work: Improved Reporting of Experimental Results

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Toward Automatic Bootstrapping of Online Communities Using Decision-theoretic Optimization

Toward Automatic Bootstrapping of Online Communities Using Decision-theoretic Optimization

Publishing year: 2016

Publishing venue: CSCW

Semi-supervised sequence tagging with bidirectional language models

Semi-supervised sequence tagging with bidirectional language models

Publishing year: 2017

Publishing venue: ACL

SpanBERT: Improving Pre-training by Representing and Predicting Spans

SpanBERT: Improving Pre-training by Representing and Predicting Spans

Publishing year: 2020

Publishing venue: TACL

Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!

Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!

Publishing year: 2015

Publishing venue: AAAI

G-CNN: An Iterative Grid Based Object Detector

G-CNN: An Iterative Grid Based Object Detector

Publishing year: 2016

Publishing venue: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Word Sense Induction with Neural biLM and Symmetric Patterns

Word Sense Induction with Neural biLM and Symmetric Patterns

Publishing year: 2018

Publishing venue: EMNLP

Question Answering via Integer Programming over Semi-Structured Knowledge

Question Answering via Integer Programming over Semi-Structured Knowledge

Publishing year: 2016

Publishing venue: IJCAI

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

Discriminative and consistent similarities in instance-level Multiple Instance Learning

Discriminative and consistent similarities in instance-level Multiple Instance Learning

Publishing year: 2015

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

SciTaiL: A Textual Entailment Dataset from Science Question Answering

SciTaiL: A Textual Entailment Dataset from Science Question Answering

Publishing year: 2018

Publishing venue: AAAI

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

QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines

QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines

Publishing year: 2020

Publishing venue: EMNLP

Adaptive Hashing for Model Counting

Adaptive Hashing for Model Counting

Publishing year: 2019

Publishing venue: UAI

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

Probabilistic Neural Programs

Probabilistic Neural Programs

Publishing year: 2016

Publishing venue: ArXiv

PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction

PowerTransformer: Unsupervised Controllable Revision for Biased Language Correction

Publishing year: 2020

Publishing venue: EMNLP

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