AI2 Paper Gallery

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

Abductive Commonsense Reasoning

Abductive Commonsense Reasoning

Publishing year: 2020

Publishing venue: ICLR

A Task-Oriented Approach for Cost-Sensitive Recognition

A Task-Oriented Approach for Cost-Sensitive Recognition

Publishing year: 2016

Publishing venue: 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

SciREX: A Challenge Dataset for Document-Level Information Extraction

SciREX: A Challenge Dataset for Document-Level Information Extraction

Publishing year: 2020

Publishing venue: ACL

Rearrangement: A Challenge for Embodied AI

Rearrangement: A Challenge for Embodied AI

Publishing year: 2020

Publishing venue: ArXiv

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

Publishing year: 2020

Publishing venue: EMNLP

Unsupervised Deep Embedding for Clustering Analysis

Unsupervised Deep Embedding for Clustering Analysis

Publishing year: 2016

Publishing venue: ICML

Creating Causal Embeddings for Question Answering with Minimal Supervision

Creating Causal Embeddings for Question Answering with Minimal Supervision

Publishing year: 2016

Publishing venue: EMNLP

CEDR: Contextualized Embeddings for Document Ranking

CEDR: Contextualized Embeddings for Document Ranking

Publishing year: 2019

Publishing venue: SIGIR

What Does My QA Model Know? Devising Controlled Probes Using Expert Knowledge

What Does My QA Model Know? Devising Controlled Probes Using Expert Knowledge

Publishing year: 2020

Publishing venue: Transactions of the Association for Computational Linguistics

Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding

Explicit Semantic Ranking for Academic Search via Knowledge Graph Embedding

Publishing year: 2017

Publishing venue: WWW

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

Structured Set Matching Networks for One-Shot Part Labeling

Structured Set Matching Networks for One-Shot Part Labeling

Publishing year: 2018

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

Ontology-Aware Clinical Abstractive Summarization

Ontology-Aware Clinical Abstractive Summarization

Publishing year: 2019

Publishing venue: SIGIR

See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content

See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content

Publishing year: 2017

Publishing venue: 2017 IEEE International Conference on Computer Vision (ICCV)

Exploring Markov Logic Networks for Question Answering

Exploring Markov Logic Networks for Question Answering

Publishing year: 2015

Publishing venue: EMNLP

"What Happens If..." Learning to Predict the Effect of Forces in Images

"What Happens If..." Learning to Predict the Effect of Forces in Images

Publishing year: 2016

Publishing venue: ECCV

GrapAL: Connecting the Dots in Scientific Literature

GrapAL: Connecting the Dots in Scientific Literature

Publishing year: 2019

Publishing venue: ACL

Improving Compositional Generalization in Semantic Parsing

Improving Compositional Generalization in Semantic Parsing

Publishing year: 2020

Publishing venue: FINDINGS

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

Learning from Task Descriptions

Learning from Task Descriptions

Publishing year: 2020

Publishing venue: EMNLP

Paragraph-Level Commonsense Transformers with Recurrent Memory

Paragraph-Level Commonsense Transformers with Recurrent Memory

Publishing year: 2021

Publishing venue: AAAI

Learning Everything about Anything: Webly-Supervised Visual Concept Learning

Learning Everything about Anything: Webly-Supervised Visual Concept Learning

Publishing year: 2014

Publishing venue: 2014 IEEE Conference on Computer Vision and Pattern Recognition

The Web as a Knowledge-Base for Answering Complex Questions

The Web as a Knowledge-Base for Answering Complex Questions

Publishing year: 2018

Publishing venue: NAACL

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