AI2 Paper Gallery

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

LSTMs Exploit Linguistic Attributes of Data

LSTMs Exploit Linguistic Attributes of Data

Publishing year: 2018

Publishing venue: Rep4NLP@ACL

Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction

Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction

Publishing year: 2015

Publishing venue: NIPS

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Much Ado About Time: Exhaustive Annotation of Temporal Data

Much Ado About Time: Exhaustive Annotation of Temporal Data

Publishing year: 2016

Publishing venue: HCOMP

Not All Claims are Created Equal: Choosing the Right Approach to Assess Your Hypotheses

Not All Claims are Created Equal: Choosing the Right Approach to Assess Your Hypotheses

Publishing year: 2019

Publishing venue: ArXiv

Instructable Intelligent Personal Agent

Instructable Intelligent Personal Agent

Publishing year: 2016

Publishing venue: AAAI

Transfer Learning Between Related Tasks Using Expected Label Proportions

Transfer Learning Between Related Tasks Using Expected Label Proportions

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

A study of the knowledge base requirements for passing an elementary science test

A study of the knowledge base requirements for passing an elementary science test

Publishing year: 2013

Publishing venue: AKBC '13

GooAQ: Open Question Answering with Diverse Answer Types

GooAQ: Open Question Answering with Diverse Answer Types

Publishing year: 2021

Publishing venue: ArXiv

Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension

Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension

Publishing year: 2018

Publishing venue: NAACL

Visual Semantic Navigation using Scene Priors

Visual Semantic Navigation using Scene Priors

Publishing year: 2019

Publishing venue: ICLR

Question Decomposition with Dependency Graphs

Question Decomposition with Dependency Graphs

Publishing year: 2021

Publishing venue: ArXiv

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

Finding Domain-Specific Grounding in Noisy Visual-Textual Documents

Finding Domain-Specific Grounding in Noisy Visual-Textual Documents

Publishing year: 2020

Publishing venue: EMNLP

Learning a Neural Semantic Parser from User Feedback

Learning a Neural Semantic Parser from User Feedback

Publishing year: 2017

Publishing venue: ACL

PIQA: Reasoning about Physical Commonsense in Natural Language

PIQA: Reasoning about Physical Commonsense in Natural Language

Publishing year: 2020

Publishing venue: AAAI

Paragraph-Level Commonsense Transformers with Recurrent Memory

Paragraph-Level Commonsense Transformers with Recurrent Memory

Publishing year: 2021

Publishing venue: AAAI

Belief Propagation Neural Networks

Belief Propagation Neural Networks

Publishing year: 2020

Publishing venue: NeurIPS

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Value-based Search in Execution Space for Mapping Instructions to Programs

Value-based Search in Execution Space for Mapping Instructions to Programs

Publishing year: 2019

Publishing venue: NAACL

Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph

Video Relationship Reasoning Using Gated Spatio-Temporal Energy Graph

Publishing year: 2019

Publishing venue: 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

FlowQA: Grasping Flow in History for Conversational Machine Comprehension

FlowQA: Grasping Flow in History for Conversational Machine Comprehension

Publishing year: 2019

Publishing venue: ICLR

Constructing a Textual KB from a Biology TextBook

Constructing a Textual KB from a Biology TextBook

Publishing year: 2012

Publishing venue: AKBC-WEKEX@NAACL-HLT

Deep Contextualized Word Representations

Deep Contextualized Word Representations

Publishing year: 2018

Publishing venue: NAACL

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