AI2 Paper Gallery

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

Actor and Observer: Joint Modeling of First and Third-Person Videos

Actor and Observer: Joint Modeling of First and Third-Person Videos

Publishing year: 2018

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

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

What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering

What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering

Publishing year: 2019

Publishing venue: EMNLP

Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction

Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction

Publishing year: 2018

Publishing venue: NeurIPS

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

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?

Publishing year: 2020

Publishing venue: ACL

Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers

Beyond Sentential Semantic Parsing: Tackling the Math SAT with a Cascade of Tree Transducers

Publishing year: 2017

Publishing venue: EMNLP

DOCK: Detecting Objects by Transferring Common-Sense Knowledge

DOCK: Detecting Objects by Transferring Common-Sense Knowledge

Publishing year: 2018

Publishing venue: ECCV

Random Feature Attention

Random Feature Attention

Publishing year: 2021

Publishing venue: ICLR

Social Bias Frames: Reasoning about Social and Power Implications of Language

Social Bias Frames: Reasoning about Social and Power Implications of Language

Publishing year: 2020

Publishing venue: ACL

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

My Computer Is an Honor Student - but How Intelligent Is It? Standardized Tests as a Measure of AI

My Computer Is an Honor Student - but How Intelligent Is It? Standardized Tests as a Measure of AI

Publishing year: 2016

Publishing venue: AI Mag.

LSTMs Exploit Linguistic Attributes of Data

LSTMs Exploit Linguistic Attributes of Data

Publishing year: 2018

Publishing venue: Rep4NLP@ACL

Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models

Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models

Publishing year: 2020

Publishing venue: ACL

Exact Sampling with Integer Linear Programs and Random Perturbations

Exact Sampling with Integer Linear Programs and Random Perturbations

Publishing year: 2016

Publishing venue: AAAI

TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection

TREC-COVID: Constructing a Pandemic Information Retrieval Test Collection

Publishing year: 2020

Publishing venue: ArXiv

Learning Generalizable Visual Representations via Interactive Gameplay

Learning Generalizable Visual Representations via Interactive Gameplay

Publishing year: 2019

Publishing venue: ArXiv

Language (Re)modelling: Towards Embodied Language Understanding

Language (Re)modelling: Towards Embodied Language Understanding

Publishing year: 2020

Publishing venue: ACL

Answering Complex Questions Using Open Information Extraction

Answering Complex Questions Using Open Information Extraction

Publishing year: 2017

Publishing venue: ACL

Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas

Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas

Publishing year: 2021

Publishing venue: ArXiv

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

Publishing year: 2020

Publishing venue: EMNLP

Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding

Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding

Publishing year: 2017

Publishing venue: WWW

Cross-Document Language Modeling

Cross-Document Language Modeling

Publishing year: 2021

Publishing venue: ArXiv

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

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