AI2 Paper Gallery

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

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

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

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text

What Happened? Leveraging VerbNet to Predict the Effects of Actions in Procedural Text

Publishing year: 2018

Publishing venue: ArXiv

Injecting Numerical Reasoning Skills into Language Models

Injecting Numerical Reasoning Skills into Language Models

Publishing year: 2020

Publishing venue: ACL

Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming

Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming

Publishing year: 2019

Publishing venue: AAAI

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)

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

Looking Beyond Text: Extracting Figures, Tables and Captions from Computer Science Papers

Looking Beyond Text: Extracting Figures, Tables and Captions from Computer Science Papers

Publishing year: 2015

Publishing venue: AAAI Workshop: Scholarly Big Data

PaLM: A Hybrid Parser and Language Model

PaLM: A Hybrid Parser and Language Model

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

QuAC: Question Answering in Context

QuAC: Question Answering in Context

Publishing year: 2018

Publishing venue: EMNLP

Be Consistent! Improving Procedural Text Comprehension using Label Consistency

Be Consistent! Improving Procedural Text Comprehension using Label Consistency

Publishing year: 2019

Publishing venue: NAACL

ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization

ZEST: Zero-shot Learning from Text Descriptions using Textual Similarity and Visual Summarization

Publishing year: 2020

Publishing venue: FINDINGS

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ

Easy, Reproducible and Quality-Controlled Data Collection with CROWDAQ

Publishing year: 2020

Publishing venue: EMNLP

Neural Poetry Translation

Neural Poetry Translation

Publishing year: 2018

Publishing venue: NAACL

Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

Publishing year: 2018

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

Butterfly Transform: An Efficient FFT Based Neural Architecture Design

Butterfly Transform: An Efficient FFT Based Neural Architecture Design

Publishing year: 2020

Publishing venue: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Probing Natural Language Inference Models through Semantic Fragments

Probing Natural Language Inference Models through Semantic Fragments

Publishing year: 2020

Publishing venue: AAAI

Incorporating Ethics into Artificial Intelligence

Incorporating Ethics into Artificial Intelligence

Publishing year: 2017

Publishing venue:

A Diagram is Worth a Dozen Images

A Diagram is Worth a Dozen Images

Publishing year: 2016

Publishing venue: ECCV

First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT

First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT

Publishing year: 2021

Publishing venue: EACL

OCNLI: Original Chinese Natural Language Inference

OCNLI: Original Chinese Natural Language Inference

Publishing year: 2020

Publishing venue: FINDINGS

A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks

A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks

Publishing year: 2020

Publishing venue: ECCV

CODE: COMPILER-BASED NEURON-AWARE ENSEMBLE TRAINING

CODE: COMPILER-BASED NEURON-AWARE ENSEMBLE TRAINING

Publishing year: 2021

Publishing venue:

Discriminative and consistent similarities in instance-level Multiple Instance Learning

Discriminative and consistent similarities in instance-level Multiple Instance Learning

Publishing year: 2015

Publishing venue: 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

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