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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.

Differentiable Scene Graphs

Differentiable Scene Graphs

Publishing year: 2020

Publishing venue: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV)

Syntactic Search by Example

Syntactic Search by Example

Publishing year: 2020

Publishing venue: ACL

Probabilistic Models for Learning a Semantic Parser Lexicon

Probabilistic Models for Learning a Semantic Parser Lexicon

Publishing year: 2016

Publishing venue: NAACL

It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT

It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT

Publishing year: 2020

Publishing venue: BLACKBOXNLP

CLUE: A Chinese Language Understanding Evaluation Benchmark

CLUE: A Chinese Language Understanding Evaluation Benchmark

Publishing year: 2020

Publishing venue: COLING

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation

Publishing year: 2017

Publishing venue: ACL

Extracting meronyms for a biology knowledge base using distant supervision

Extracting meronyms for a biology knowledge base using distant supervision

Publishing year: 2013

Publishing venue: AKBC '13

BERT for Coreference Resolution: Baselines and Analysis

BERT for Coreference Resolution: Baselines and Analysis

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Effective Attention Sheds Light On Interpretability

Effective Attention Sheds Light On Interpretability

Publishing year: 2021

Publishing venue: FINDINGS

Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas

Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas

Publishing year: 2021

Publishing venue: ArXiv

Benchmarking Hierarchical Script Knowledge

Benchmarking Hierarchical Script Knowledge

Publishing year: 2019

Publishing venue: NAACL

Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages

Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages

Publishing year: 2019

Publishing venue: NAACL

Leveraging Term Banks for Answering Complex Questions: A Case for Sparse Vectors

Leveraging Term Banks for Answering Complex Questions: A Case for Sparse Vectors

Publishing year: 2017

Publishing venue: ArXiv

QASC: A Dataset for Question Answering via Sentence Composition

QASC: A Dataset for Question Answering via Sentence Composition

Publishing year: 2020

Publishing venue: AAAI

Modeling Biological Processes for Reading Comprehension

Modeling Biological Processes for Reading Comprehension

Publishing year: 2014

Publishing venue: EMNLP

A Data Scientist's Guide to Start-Ups

A Data Scientist's Guide to Start-Ups

Publishing year: 2014

Publishing venue: Big Data

Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

Publishing year: 2019

Publishing venue: NAACL-HLT

Stolen Probability: A Structural Weakness of Neural Language Models

Stolen Probability: A Structural Weakness of Neural Language Models

Publishing year: 2020

Publishing venue: ACL

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

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?

Publishing year: 2020

Publishing venue: ACL

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach

Publishing year: 2018

Publishing venue: EMNLP

Multilevel Text Alignment with Cross-Document Attention

Multilevel Text Alignment with Cross-Document Attention

Publishing year: 2020

Publishing venue: EMNLP

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)

QuAC: Question Answering in Context

QuAC: Question Answering in Context

Publishing year: 2018

Publishing venue: EMNLP

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