AI2 Paper Gallery

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

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

Target-driven visual navigation in indoor scenes using deep reinforcement learning

Target-driven visual navigation in indoor scenes using deep reinforcement learning

Publishing year: 2017

Publishing venue: 2017 IEEE International Conference on Robotics and Automation (ICRA)

CLUE: A Chinese Language Understanding Evaluation Benchmark

CLUE: A Chinese Language Understanding Evaluation Benchmark

Publishing year: 2020

Publishing venue: COLING

Evaluating Text GANs as Language Models

Evaluating Text GANs as Language Models

Publishing year: 2019

Publishing venue: NAACL

Injecting Numerical Reasoning Skills into Language Models

Injecting Numerical Reasoning Skills into Language Models

Publishing year: 2020

Publishing venue: ACL

Creating Causal Embeddings for Question Answering with Minimal Supervision

Creating Causal Embeddings for Question Answering with Minimal Supervision

Publishing year: 2016

Publishing venue: EMNLP

Answer Extraction as Sequence Tagging with Tree Edit Distance

Answer Extraction as Sequence Tagging with Tree Edit Distance

Publishing year: 2013

Publishing venue: NAACL

Knowledge Completion for Generics using Guided Tensor Factorization

Knowledge Completion for Generics using Guided Tensor Factorization

Publishing year: 2018

Publishing venue: Transactions of the Association for Computational Linguistics

Text Generation from Knowledge Graphs with Graph Transformers

Text Generation from Knowledge Graphs with Graph Transformers

Publishing year: 2019

Publishing venue: NAACL

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search

SciSight: Combining faceted navigation and research group detection for COVID-19 exploratory scientific search

Publishing year: 2020

Publishing venue: EMNLP

Learning a Neural Semantic Parser from User Feedback

Learning a Neural Semantic Parser from User Feedback

Publishing year: 2017

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

Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

Publishing year: 2021

Publishing venue: ArXiv

Citation Count Analysis for Papers with Preprints

Citation Count Analysis for Papers with Preprints

Publishing year: 2018

Publishing venue: ArXiv

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

Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Publishing year: 2018

Publishing venue: EMNLP

Interactive Visualization for Linguistic Structure

Interactive Visualization for Linguistic Structure

Publishing year: 2017

Publishing venue: EMNLP

The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task

The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task

Publishing year: 2017

Publishing venue: CoNLL

Moving beyond the Turing Test with the Allen AI Science Challenge

Moving beyond the Turing Test with the Allen AI Science Challenge

Publishing year: 2017

Publishing venue: Commun. ACM

Deep Contextualized Word Representations

Deep Contextualized Word Representations

Publishing year: 2018

Publishing venue: NAACL

A Lightweight and High Performance Monolingual Word Aligner

A Lightweight and High Performance Monolingual Word Aligner

Publishing year: 2013

Publishing venue: ACL

Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach

Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach

Publishing year: 2016

Publishing venue: AAAI

Paragraph-Level Commonsense Transformers with Recurrent Memory

Paragraph-Level Commonsense Transformers with Recurrent Memory

Publishing year: 2021

Publishing venue: AAAI

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)

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