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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.

A Two-Stage Masked LM Method for Term Set Expansion

A Two-Stage Masked LM Method for Term Set Expansion

Publishing year: 2020

Publishing venue: ACL

Selecting Near-Optimal Learners via Incremental Data Allocation

Selecting Near-Optimal Learners via Incremental Data Allocation

Publishing year: 2016

Publishing venue: AAAI

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

Publishing year: 2021

Publishing venue: ArXiv

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search

Publishing year: 2020

Publishing venue: EMNLP

Counterfactual Story Reasoning and Generation

Counterfactual Story Reasoning and Generation

Publishing year: 2019

Publishing venue: EMNLP

Adaptive Stratified Sampling for Precision-Recall Estimation

Adaptive Stratified Sampling for Precision-Recall Estimation

Publishing year: 2018

Publishing venue: UAI

Improving Distant Supervision with Maxpooled Attention and Sentence-Level Supervision

Improving Distant Supervision with Maxpooled Attention and Sentence-Level Supervision

Publishing year: 2018

Publishing venue: ArXiv

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

A Formal Hierarchy of RNN Architectures

A Formal Hierarchy of RNN Architectures

Publishing year: 2020

Publishing venue: ACL

ABNIRML: Analyzing the Behavior of Neural IR Models

ABNIRML: Analyzing the Behavior of Neural IR Models

Publishing year: 2020

Publishing venue: ArXiv

Event2Mind: Commonsense Inference on Events, Intents, and Reactions

Event2Mind: Commonsense Inference on Events, Intents, and Reactions

Publishing year: 2018

Publishing venue: ACL

Chinese Open Relation Extraction for Knowledge Acquisition

Chinese Open Relation Extraction for Knowledge Acquisition

Publishing year: 2014

Publishing venue: EACL

MS2: Multi-Document Summarization of Medical Studies

MS2: Multi-Document Summarization of Medical Studies

Publishing year: 2021

Publishing venue: ArXiv

GenericsKB: A Knowledge Base of Generic Statements

GenericsKB: A Knowledge Base of Generic Statements

Publishing year: 2020

Publishing venue: ArXiv

SpanBERT: Improving Pre-training by Representing and Predicting Spans

SpanBERT: Improving Pre-training by Representing and Predicting Spans

Publishing year: 2020

Publishing venue: TACL

Green AI

Green AI

Publishing year: 2020

Publishing venue: Commun. ACM

Polyglot Contextual Representations Improve Crosslingual Transfer

Polyglot Contextual Representations Improve Crosslingual Transfer

Publishing year: 2019

Publishing venue: NAACL

"What Happens If..." Learning to Predict the Effect of Forces in Images

"What Happens If..." Learning to Predict the Effect of Forces in Images

Publishing year: 2016

Publishing venue: ECCV

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

My Computer Is an Honor Student - but How Intelligent Is It? Standardized Tests as a Measure of AI

My Computer Is an Honor Student - but How Intelligent Is It? Standardized Tests as a Measure of AI

Publishing year: 2016

Publishing venue: AI Mag.

Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

Publishing year: 2018

Publishing venue: 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Probabilistic Models for Learning a Semantic Parser Lexicon

Probabilistic Models for Learning a Semantic Parser Lexicon

Publishing year: 2016

Publishing venue: NAACL

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

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