AI2 Paper Gallery

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

Break It Down: A Question Understanding Benchmark

Break It Down: A Question Understanding Benchmark

Publishing year: 2020

Publishing venue: TACL

Multilevel Text Alignment with Cross-Document Attention

Multilevel Text Alignment with Cross-Document Attention

Publishing year: 2020

Publishing venue: EMNLP

What’s in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams

What’s in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams

Publishing year: 2016

Publishing venue: COLING

Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension

Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension

Publishing year: 2017

Publishing venue: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Commonly Uncommon: Semantic Sparsity in Situation Recognition

Commonly Uncommon: Semantic Sparsity in Situation Recognition

Publishing year: 2017

Publishing venue: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Butterfly Transform: An Efficient FFT Based Neural Architecture Design

Butterfly Transform: An Efficient FFT Based Neural Architecture Design

Publishing year: 2020

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

CEDR: Contextualized Embeddings for Document Ranking

CEDR: Contextualized Embeddings for Document Ranking

Publishing year: 2019

Publishing venue: SIGIR

Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects

Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects

Publishing year: 2016

Publishing venue: AAAI

SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search

SLEDGE-Z: A Zero-Shot Baseline for COVID-19 Literature Search

Publishing year: 2020

Publishing venue: EMNLP

Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs

Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs

Publishing year: 2020

Publishing venue: FINDINGS

Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge

Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge

Publishing year: 2021

Publishing venue: ArXiv

Value-based Search in Execution Space for Mapping Instructions to Programs

Value-based Search in Execution Space for Mapping Instructions to Programs

Publishing year: 2019

Publishing venue: NAACL

PaLM: A Hybrid Parser and Language Model

PaLM: A Hybrid Parser and Language Model

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Semi-Markov Phrase-Based Monolingual Alignment

Semi-Markov Phrase-Based Monolingual Alignment

Publishing year: 2013

Publishing venue: EMNLP

Tag-based Multi-Span Extraction in Reading Comprehension

Tag-based Multi-Span Extraction in Reading Comprehension

Publishing year: 2019

Publishing venue: ArXiv

Newtonian Image Understanding: Unfolding the Dynamics of Objects in Static Images

Newtonian Image Understanding: Unfolding the Dynamics of Objects in Static Images

Publishing year: 2016

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

Cross Sentence Inference for Process Knowledge

Cross Sentence Inference for Process Knowledge

Publishing year: 2016

Publishing venue: EMNLP

Looking Beyond Text: Extracting Figures, Tables and Captions from Computer Science Papers

Looking Beyond Text: Extracting Figures, Tables and Captions from Computer Science Papers

Publishing year: 2015

Publishing venue: AAAI Workshop: Scholarly Big Data

Neural Semantic Parsing with Type Constraints for Semi-Structured Tables

Neural Semantic Parsing with Type Constraints for Semi-Structured Tables

Publishing year: 2017

Publishing venue: EMNLP

QASC: A Dataset for Question Answering via Sentence Composition

QASC: A Dataset for Question Answering via Sentence Composition

Publishing year: 2020

Publishing venue: AAAI

Transformer Feed-Forward Layers Are Key-Value Memories

Transformer Feed-Forward Layers Are Key-Value Memories

Publishing year: 2020

Publishing venue: ArXiv

Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models

Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models

Publishing year: 2020

Publishing venue: ACL

Semantic Role Labeling for Process Recognition Questions

Semantic Role Labeling for Process Recognition Questions

Publishing year: 2015

Publishing venue:

Unsupervised Commonsense Question Answering with Self-Talk

Unsupervised Commonsense Question Answering with Self-Talk

Publishing year: 2020

Publishing venue: EMNLP

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