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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.

Selecting Near-Optimal Learners via Incremental Data Allocation

Selecting Near-Optimal Learners via Incremental Data Allocation

Publishing year: 2016

Publishing venue: AAAI

IKE - An Interactive Tool for Knowledge Extraction

IKE - An Interactive Tool for Knowledge Extraction

Publishing year: 2016

Publishing venue: AKBC@NAACL-HLT

A Simple Yet Strong Pipeline for HotpotQA

A Simple Yet Strong Pipeline for HotpotQA

Publishing year: 2020

Publishing venue: EMNLP

Extracting Scientific Figures with Distantly Supervised Neural Networks

Extracting Scientific Figures with Distantly Supervised Neural Networks

Publishing year: 2018

Publishing venue: JCDL

Mitigating Biases in CORD-19 for Analyzing COVID-19 Literature

Mitigating Biases in CORD-19 for Analyzing COVID-19 Literature

Publishing year: 2020

Publishing venue: Frontiers in Research Metrics and Analytics

Evaluating Gender Bias in Machine Translation

Evaluating Gender Bias in Machine Translation

Publishing year: 2019

Publishing venue: ACL

ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning

ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning

Publishing year: 2019

Publishing venue: AAAI

What’s in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams

What’s in an Explanation? Characterizing Knowledge and Inference Requirements for Elementary Science Exams

Publishing year: 2016

Publishing venue: COLING

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

Shallow Syntax in Deep Water

Shallow Syntax in Deep Water

Publishing year: 2019

Publishing venue: ArXiv

Cross Sentence Inference for Process Knowledge

Cross Sentence Inference for Process Knowledge

Publishing year: 2016

Publishing venue: EMNLP

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

On Generating Extended Summaries of Long Documents

On Generating Extended Summaries of Long Documents

Publishing year: 2021

Publishing venue: SDU@AAAI

Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks

Deep3D: Fully Automatic 2D-to-3D Video Conversion with Deep Convolutional Neural Networks

Publishing year: 2016

Publishing venue: ECCV

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

Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks

Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks

Publishing year: 2020

Publishing venue: ACL

Scene Graph to Image Generation with Contextualized Object Layout Refinement

Scene Graph to Image Generation with Contextualized Object Layout Refinement

Publishing year: 2020

Publishing venue: ArXiv

Show Your Work: Improved Reporting of Experimental Results

Show Your Work: Improved Reporting of Experimental Results

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

RNN Architecture Learning with Sparse Regularization

RNN Architecture Learning with Sparse Regularization

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Answer Extraction as Sequence Tagging with Tree Edit Distance

Answer Extraction as Sequence Tagging with Tree Edit Distance

Publishing year: 2013

Publishing venue: NAACL

Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!

Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!

Publishing year: 2015

Publishing venue: AAAI

Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs

Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs

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

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

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