AI2 Paper Gallery

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

Two Body Problem: Collaborative Visual Task Completion

Two Body Problem: Collaborative Visual Task Completion

Publishing year: 2019

Publishing venue: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

A Task-Oriented Approach for Cost-Sensitive Recognition

A Task-Oriented Approach for Cost-Sensitive Recognition

Publishing year: 2016

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

What Does My QA Model Know? Devising Controlled Probes Using Expert Knowledge

What Does My QA Model Know? Devising Controlled Probes Using Expert Knowledge

Publishing year: 2020

Publishing venue: Transactions of the Association for Computational Linguistics

ELASTIC: Improving CNNs with Instance Specific Scaling Policies

ELASTIC: Improving CNNs with Instance Specific Scaling Policies

Publishing year: 2018

Publishing venue: ArXiv

Query-Reduction Networks for Question Answering

Query-Reduction Networks for Question Answering

Publishing year: 2017

Publishing venue: ICLR

Designing AI systems that obey our laws and values

Designing AI systems that obey our laws and values

Publishing year: 2016

Publishing venue: Commun. ACM

Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off!

Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off!

Publishing year: 2015

Publishing venue: 2015 IEEE International Conference on Computer Vision (ICCV)

Evaluating Gender Bias in Machine Translation

Evaluating Gender Bias in Machine Translation

Publishing year: 2019

Publishing venue: ACL

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

SPECTER: Document-level Representation Learning using Citation-informed Transformers

SPECTER: Document-level Representation Learning using Citation-informed Transformers

Publishing year: 2020

Publishing venue: ACL

Answer Extraction as Sequence Tagging with Tree Edit Distance

Answer Extraction as Sequence Tagging with Tree Edit Distance

Publishing year: 2013

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)

Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning

Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning

Publishing year: 2019

Publishing venue: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Dissecting Contextual Word Embeddings: Architecture and Representation

Dissecting Contextual Word Embeddings: Architecture and Representation

Publishing year: 2018

Publishing venue: EMNLP

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations

Publishing year: 2017

Publishing venue: CoNLL

You Only Look Once: Unified, Real-Time Object Detection

You Only Look Once: Unified, Real-Time Object Detection

Publishing year: 2016

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

Memory-efficient Transformers via Top-k Attention

Memory-efficient Transformers via Top-k Attention

Publishing year: 2021

Publishing venue: ArXiv

Transformers as Soft Reasoners over Language

Transformers as Soft Reasoners over Language

Publishing year: 2020

Publishing venue: ArXiv

Topics to Avoid: Demoting Latent Confounds in Text Classification

Topics to Avoid: Demoting Latent Confounds in Text Classification

Publishing year: 2019

Publishing venue: EMNLP

Stolen Probability: A Structural Weakness of Neural Language Models

Stolen Probability: A Structural Weakness of Neural Language Models

Publishing year: 2020

Publishing venue: ACL

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

Abductive Commonsense Reasoning

Abductive Commonsense Reasoning

Publishing year: 2020

Publishing venue: ICLR

White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks

White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks

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

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