AI2 Paper Gallery

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

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

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)

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

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

Evaluating Gender Bias in Machine Translation

Evaluating Gender Bias in Machine Translation

Publishing year: 2019

Publishing venue: ACL

Neural Poetry Translation

Neural Poetry Translation

Publishing year: 2018

Publishing venue: NAACL

Unsupervised Deep Embedding for Clustering Analysis

Unsupervised Deep Embedding for Clustering Analysis

Publishing year: 2016

Publishing venue: ICML

Modelling kidney disease using ontology: insights from the Kidney Precision Medicine Project

Modelling kidney disease using ontology: insights from the Kidney Precision Medicine Project

Publishing year: 2020

Publishing venue: Nature Reviews Nephrology

Do Neural Language Models Overcome Reporting Bias?

Do Neural Language Models Overcome Reporting Bias?

Publishing year: 2020

Publishing venue: COLING

Polyglot Contextual Representations Improve Crosslingual Transfer

Polyglot Contextual Representations Improve Crosslingual Transfer

Publishing year: 2019

Publishing venue: NAACL

ParsiNLU: A Suite of Language Understanding Challenges for Persian

ParsiNLU: A Suite of Language Understanding Challenges for Persian

Publishing year: 2020

Publishing venue: ArXiv

SciREX: A Challenge Dataset for Document-Level Information Extraction

SciREX: A Challenge Dataset for Document-Level Information Extraction

Publishing year: 2020

Publishing venue: ACL

SciBERT: Pretrained Contextualized Embeddings for Scientific Text

SciBERT: Pretrained Contextualized Embeddings for Scientific Text

Publishing year: 2019

Publishing venue: ArXiv

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

RobustNav: Towards Benchmarking Robustness in Embodied Navigation

Publishing year: 2021

Publishing venue: ArXiv

Finding Domain-Specific Grounding in Noisy Visual-Textual Documents

Finding Domain-Specific Grounding in Noisy Visual-Textual Documents

Publishing year: 2020

Publishing venue: EMNLP

Question Answering as Global Reasoning Over Semantic Abstractions

Question Answering as Global Reasoning Over Semantic Abstractions

Publishing year: 2018

Publishing venue: AAAI

Paragraph-Level Commonsense Transformers with Recurrent Memory

Paragraph-Level Commonsense Transformers with Recurrent Memory

Publishing year: 2021

Publishing venue: AAAI

Rearrangement: A Challenge for Embodied AI

Rearrangement: A Challenge for Embodied AI

Publishing year: 2020

Publishing venue: ArXiv

Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing

Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing

Publishing year: 2018

Publishing venue: EMNLP

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

Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension

Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension

Publishing year: 2017

Publishing venue: 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

A Data Scientist's Guide to Start-Ups

A Data Scientist's Guide to Start-Ups

Publishing year: 2014

Publishing venue: Big Data

PySBD: Pragmatic Sentence Boundary Disambiguation

PySBD: Pragmatic Sentence Boundary Disambiguation

Publishing year: 2020

Publishing venue: NLPOSS

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

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