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 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)

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

Publishing year: 2019

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

ABNIRML: Analyzing the Behavior of Neural IR Models

ABNIRML: Analyzing the Behavior of Neural IR Models

Publishing year: 2020

Publishing venue: ArXiv

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing

Publishing year: 2018

Publishing venue: NeurIPS

Learning to Predict Citation-Based Impact Measures

Learning to Predict Citation-Based Impact Measures

Publishing year: 2017

Publishing venue: 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL)

ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network

ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network

Publishing year: 2019

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

PIQA: Reasoning about Physical Commonsense in Natural Language

PIQA: Reasoning about Physical Commonsense in Natural Language

Publishing year: 2020

Publishing venue: AAAI

Mixture Content Selection for Diverse Sequence Generation

Mixture Content Selection for Diverse Sequence Generation

Publishing year: 2019

Publishing venue: EMNLP

UNQOVERing Stereotypical Biases via Underspecified Questions

UNQOVERing Stereotypical Biases via Underspecified Questions

Publishing year: 2020

Publishing venue: FINDINGS

Procedural Reading Comprehension with Attribute-Aware Context Flow

Procedural Reading Comprehension with Attribute-Aware Context Flow

Publishing year: 2020

Publishing venue: AKBC

Does My Multimodal Model Learn Cross-modal Interactions? It’s Harder to Tell than You Might Think!

Does My Multimodal Model Learn Cross-modal Interactions? It’s Harder to Tell than You Might Think!

Publishing year: 2020

Publishing venue: EMNLP

Belief Propagation Neural Networks

Belief Propagation Neural Networks

Publishing year: 2020

Publishing venue: NeurIPS

Discourse Complements Lexical Semantics for Non-factoid Answer Reranking

Discourse Complements Lexical Semantics for Non-factoid Answer Reranking

Publishing year: 2014

Publishing venue: ACL

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

Improving Transformer Models by Reordering their Sublayers

Improving Transformer Models by Reordering their Sublayers

Publishing year: 2020

Publishing venue: ACL

CODE: COMPILER-BASED NEURON-AWARE ENSEMBLE TRAINING

CODE: COMPILER-BASED NEURON-AWARE ENSEMBLE TRAINING

Publishing year: 2021

Publishing venue:

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

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

Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering

Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering

Publishing year: 2020

Publishing venue: ArXiv

Gender trends in computer science authorship

Gender trends in computer science authorship

Publishing year: 2021

Publishing venue: Commun. ACM

SpanBERT: Improving Pre-training by Representing and Predicting Spans

SpanBERT: Improving Pre-training by Representing and Predicting Spans

Publishing year: 2020

Publishing venue: TACL

RNN Architecture Learning with Sparse Regularization

RNN Architecture Learning with Sparse Regularization

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

ManipulaTHOR: A Framework for Visual Object Manipulation

ManipulaTHOR: A Framework for Visual Object Manipulation

Publishing year: 2021

Publishing venue: ArXiv

Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI

Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI

Publishing year: 2021

Publishing venue: FAccT

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