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AI2 Paper Gallery

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

Toward a Taxonomy and Computational Models of Abnormalities in Images

Toward a Taxonomy and Computational Models of Abnormalities in Images

Publishing year: 2016

Publishing venue: AAAI

Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

Publishing year: 2019

Publishing venue: NAACL-HLT

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

Neural Poetry Translation

Neural Poetry Translation

Publishing year: 2018

Publishing venue: NAACL

AdaWISH: Faster Discrete Integration via Adaptive Quantiles

AdaWISH: Faster Discrete Integration via Adaptive Quantiles

Publishing year: 2019

Publishing venue: ArXiv

PaLM: A Hybrid Parser and Language Model

PaLM: A Hybrid Parser and Language Model

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Visual Semantic Navigation using Scene Priors

Visual Semantic Navigation using Scene Priors

Publishing year: 2019

Publishing venue: ICLR

AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples

AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples

Publishing year: 2018

Publishing venue: ACL

Searching for scientific evidence in a pandemic: An overview of TREC-COVID

Searching for scientific evidence in a pandemic: An overview of TREC-COVID

Publishing year: 2021

Publishing venue: Journal of Biomedical Informatics

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Publishing year: 2018

Publishing venue: AAAI

Freebase QA: Information Extraction or Semantic Parsing?

Freebase QA: Information Extraction or Semantic Parsing?

Publishing year: 2014

Publishing venue: ACL 2014

LCNN: Lookup-Based Convolutional Neural Network

LCNN: Lookup-Based Convolutional Neural Network

Publishing year: 2017

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

Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies

Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies

Publishing year: 2021

Publishing venue: Transactions of the Association for Computational Linguistics

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ

Publishing year: 2020

Publishing venue: EMNLP

A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration

A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics Restoration

Publishing year: 2020

Publishing venue: FINDINGS

ReadOnce Transformers: Reusable Representations of Text for Transformers

ReadOnce Transformers: Reusable Representations of Text for Transformers

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Probabilistic Models for Learning a Semantic Parser Lexicon

Probabilistic Models for Learning a Semantic Parser Lexicon

Publishing year: 2016

Publishing venue: NAACL

Language (Re)modelling: Towards Embodied Language Understanding

Language (Re)modelling: Towards Embodied Language Understanding

Publishing year: 2020

Publishing venue: ACL

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)

“You Are Grounded!”: Latent Name Artifacts in Pre-trained Language Models

“You Are Grounded!”: Latent Name Artifacts in Pre-trained Language Models

Publishing year: 2020

Publishing venue: EMNLP

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)

"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding

"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

ABNIRML: Analyzing the Behavior of Neural IR Models

ABNIRML: Analyzing the Behavior of Neural IR Models

Publishing year: 2020

Publishing venue: ArXiv

Exploring Markov Logic Networks for Question Answering

Exploring Markov Logic Networks for Question Answering

Publishing year: 2015

Publishing venue: EMNLP

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