AI2 Paper Gallery

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

Much Ado About Time: Exhaustive Annotation of Temporal Data

Much Ado About Time: Exhaustive Annotation of Temporal Data

Publishing year: 2016

Publishing venue: HCOMP

What's in your Head? Emergent Behaviour in Multi-Task Transformer Models

What's in your Head? Emergent Behaviour in Multi-Task Transformer Models

Publishing year: 2021

Publishing venue: ArXiv

Counterfactual Story Reasoning and Generation

Counterfactual Story Reasoning and Generation

Publishing year: 2019

Publishing venue: EMNLP

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation

WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation

Publishing year: 2017

Publishing venue: ACL

IIRC: A Dataset of Incomplete Information Reading Comprehension Questions

IIRC: A Dataset of Incomplete Information Reading Comprehension Questions

Publishing year: 2020

Publishing venue: EMNLP

MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

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

Question Decomposition with Dependency Graphs

Question Decomposition with Dependency Graphs

Publishing year: 2021

Publishing venue: ArXiv

Interactive Extractive Search over Biomedical Corpora

Interactive Extractive Search over Biomedical Corpora

Publishing year: 2020

Publishing venue: BIONLP

IQA: Visual Question Answering in Interactive Environments

IQA: Visual Question Answering in Interactive Environments

Publishing year: 2018

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

Semi-supervised sequence tagging with bidirectional language models

Semi-supervised sequence tagging with bidirectional language models

Publishing year: 2017

Publishing venue: ACL

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

ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization

ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization

Publishing year: 2020

Publishing venue: FINDINGS

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text

Publishing year: 2018

Publishing venue: ArXiv

Improving Compositional Generalization in Semantic Parsing

Improving Compositional Generalization in Semantic Parsing

Publishing year: 2020

Publishing venue: FINDINGS

Natural Language to Structured Query Generation via Meta-Learning

Natural Language to Structured Query Generation via Meta-Learning

Publishing year: 2018

Publishing venue: NAACL

PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World

PIGLeT: Language Grounding Through Neuro-Symbolic Interaction in a 3D World

Publishing year: 2021

Publishing venue: ACL/IJCNLP

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

Publishing year: 2021

Publishing venue: ArXiv

A Simple Yet Strong Pipeline for HotpotQA

A Simple Yet Strong Pipeline for HotpotQA

Publishing year: 2020

Publishing venue: EMNLP

Ultra-Fine Entity Typing

Ultra-Fine Entity Typing

Publishing year: 2018

Publishing venue: ACL

Benchmarking Hierarchical Script Knowledge

Benchmarking Hierarchical Script Knowledge

Publishing year: 2019

Publishing venue: NAACL

Evaluating Gender Bias in Machine Translation

Evaluating Gender Bias in Machine Translation

Publishing year: 2019

Publishing venue: ACL

oLMpics-On What Language Model Pre-training Captures

oLMpics-On What Language Model Pre-training Captures

Publishing year: 2020

Publishing venue: Transactions of the Association for Computational Linguistics

Differentiable Scene Graphs

Differentiable Scene Graphs

Publishing year: 2020

Publishing venue: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV)

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