AI2 Paper Gallery

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

Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork

Is the Most Accurate AI the Best Teammate? Optimizing AI for Teamwork

Publishing year: 2021

Publishing venue: AAAI

QuAC: Question Answering in Context

QuAC: Question Answering in Context

Publishing year: 2018

Publishing venue: EMNLP

All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text

All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text

Publishing year: 2021

Publishing venue: ACL/IJCNLP

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

BERT for Coreference Resolution: Baselines and Analysis

BERT for Coreference Resolution: Baselines and Analysis

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

GenericsKB: A Knowledge Base of Generic Statements

GenericsKB: A Knowledge Base of Generic Statements

Publishing year: 2020

Publishing venue: ArXiv

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

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

PDFFigures 2.0: Mining figures from research papers

PDFFigures 2.0: Mining figures from research papers

Publishing year: 2016

Publishing venue: 2016 IEEE/ACM Joint Conference on Digital Libraries (JCDL)

AllenAct: A Framework for Embodied AI Research

AllenAct: A Framework for Embodied AI Research

Publishing year: 2020

Publishing venue: ArXiv

Diagram Understanding in Geometry Questions

Diagram Understanding in Geometry Questions

Publishing year: 2014

Publishing venue: AAAI

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

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

Learning to Solve Arithmetic Word Problems with Verb Categorization

Learning to Solve Arithmetic Word Problems with Verb Categorization

Publishing year: 2014

Publishing venue: EMNLP

Pushing it out of the Way: Interactive Visual Navigation

Pushing it out of the Way: Interactive Visual Navigation

Publishing year: 2021

Publishing venue: ArXiv

SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference

SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference

Publishing year: 2018

Publishing venue: EMNLP

Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects

Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects

Publishing year: 2020

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

Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets

Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets

Publishing year: 2019

Publishing venue: NAACL

Exploiting Explicit Paths for Multi-hop Reading Comprehension

Exploiting Explicit Paths for Multi-hop Reading Comprehension

Publishing year: 2019

Publishing venue: ACL

Learning from Task Descriptions

Learning from Task Descriptions

Publishing year: 2020

Publishing venue: EMNLP

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

Language (Re)modelling: Towards Embodied Language Understanding

Language (Re)modelling: Towards Embodied Language Understanding

Publishing year: 2020

Publishing venue: ACL

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)

Neural Motifs: Scene Graph Parsing with Global Context

Neural Motifs: Scene Graph Parsing with Global Context

Publishing year: 2018

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

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