AI2 Paper Gallery

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

Learning from Task Descriptions

Learning from Task Descriptions

Publishing year: 2020

Publishing venue: EMNLP

Incorporating Ethics into Artificial Intelligence

Incorporating Ethics into Artificial Intelligence

Publishing year: 2017

Publishing venue:

Improving Compositional Generalization in Semantic Parsing

Improving Compositional Generalization in Semantic Parsing

Publishing year: 2020

Publishing venue: FINDINGS

Unsupervised Deep Embedding for Clustering Analysis

Unsupervised Deep Embedding for Clustering Analysis

Publishing year: 2016

Publishing venue: ICML

Gender trends in computer science authorship

Gender trends in computer science authorship

Publishing year: 2021

Publishing venue: Commun. ACM

Question Answering as Global Reasoning Over Semantic Abstractions

Question Answering as Global Reasoning Over Semantic Abstractions

Publishing year: 2018

Publishing venue: AAAI

Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning

Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models

Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models

Publishing year: 2021

Publishing venue: NAACL

Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks

Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks

Publishing year: 2016

Publishing venue: ECCV

Benchmarking Hierarchical Script Knowledge

Benchmarking Hierarchical Script Knowledge

Publishing year: 2019

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

AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples

AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples

Publishing year: 2018

Publishing venue: ACL

Text Generation from Knowledge Graphs with Graph Transformers

Text Generation from Knowledge Graphs with Graph Transformers

Publishing year: 2019

Publishing venue: NAACL

See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content

See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content

Publishing year: 2017

Publishing venue: 2017 IEEE International Conference on Computer Vision (ICCV)

Cross-Document Language Modeling

Cross-Document Language Modeling

Publishing year: 2021

Publishing venue: ArXiv

Distilling Task Knowledge from How-To Communities

Distilling Task Knowledge from How-To Communities

Publishing year: 2017

Publishing venue: WWW

What’s Hidden in a Randomly Weighted Neural Network?

What’s Hidden in a Randomly Weighted Neural Network?

Publishing year: 2020

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

Structured Set Matching Networks for One-Shot Part Labeling

Structured Set Matching Networks for One-Shot Part Labeling

Publishing year: 2018

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

Content-Based Citation Recommendation

Content-Based Citation Recommendation

Publishing year: 2018

Publishing venue: NAACL

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)

AllenAct: A Framework for Embodied AI Research

AllenAct: A Framework for Embodied AI Research

Publishing year: 2020

Publishing venue: ArXiv

ManipulaTHOR: A Framework for Visual Object Manipulation

ManipulaTHOR: A Framework for Visual Object Manipulation

Publishing year: 2021

Publishing venue: ArXiv

MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity

MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity

Publishing year: 2020

Publishing venue: SCIL

Discovering Neural Wirings

Discovering Neural Wirings

Publishing year: 2019

Publishing venue: NeurIPS

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