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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.

Value-aware Approximate Attention

Value-aware Approximate Attention

Publishing year: 2021

Publishing venue: ArXiv

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

Not All Claims are Created Equal: Choosing the Right Approach to Assess Your Hypotheses

Not All Claims are Created Equal: Choosing the Right Approach to Assess Your Hypotheses

Publishing year: 2019

Publishing venue: ArXiv

AI assisted ethics

AI assisted ethics

Publishing year: 2016

Publishing venue: Ethics and Information Technology

What-if I ask you to explain: Explaining the effects of perturbations in procedural text

What-if I ask you to explain: Explaining the effects of perturbations in procedural text

Publishing year: 2020

Publishing venue: FINDINGS

Abductive Commonsense Reasoning

Abductive Commonsense Reasoning

Publishing year: 2020

Publishing venue: ICLR

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ

Publishing year: 2020

Publishing venue: EMNLP

First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT

First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT

Publishing year: 2021

Publishing venue: EACL

ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks

Publishing year: 2020

Publishing venue: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

SeGAN: Segmenting and Generating the Invisible

SeGAN: Segmenting and Generating the Invisible

Publishing year: 2018

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

When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions

When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions

Publishing year: 2020

Publishing venue: ArXiv

Exact Sampling with Integer Linear Programs and Random Perturbations

Exact Sampling with Integer Linear Programs and Random Perturbations

Publishing year: 2016

Publishing venue: AAAI

Content-Based Citation Recommendation

Content-Based Citation Recommendation

Publishing year: 2018

Publishing venue: NAACL

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

MS2: Multi-Document Summarization of Medical Studies

MS2: Multi-Document Summarization of Medical Studies

Publishing year: 2021

Publishing venue: ArXiv

Grounded Situation Recognition

Grounded Situation Recognition

Publishing year: 2020

Publishing venue: ECCV

Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts

Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts

Publishing year: 2019

Publishing venue: ACL

Explain like I am a Scientist: The Linguistic Barriers of Entry to r/science

Explain like I am a Scientist: The Linguistic Barriers of Entry to r/science

Publishing year: 2020

Publishing venue: CHI

Learning a Neural Semantic Parser from User Feedback

Learning a Neural Semantic Parser from User Feedback

Publishing year: 2017

Publishing venue: ACL

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Probing Natural Language Inference Models through Semantic Fragments

Probing Natural Language Inference Models through Semantic Fragments

Publishing year: 2020

Publishing venue: AAAI

Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge

Open-Vocabulary Semantic Parsing with both Distributional Statistics and Formal Knowledge

Publishing year: 2017

Publishing venue: AAAI

LSTMs Exploit Linguistic Attributes of Data

LSTMs Exploit Linguistic Attributes of Data

Publishing year: 2018

Publishing venue: Rep4NLP@ACL

Visual Semantic Role Labeling for Video Understanding

Visual Semantic Role Labeling for Video Understanding

Publishing year: 2021

Publishing venue: ArXiv

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