AI2 Paper Gallery

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

AllenNLP: A Deep Semantic Natural Language Processing Platform

AllenNLP: A Deep Semantic Natural Language Processing Platform

Publishing year: 2018

Publishing venue: ArXiv

Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation

Deep Encoder, Shallow Decoder: Reevaluating the Speed-Quality Tradeoff in Machine Translation

Publishing year: 2020

Publishing venue: ArXiv

Unsupervised Domain Clusters in Pretrained Language Models

Unsupervised Domain Clusters in Pretrained Language Models

Publishing year: 2020

Publishing venue: ACL

Question Decomposition with Dependency Graphs

Question Decomposition with Dependency Graphs

Publishing year: 2021

Publishing venue: ArXiv

Discourse Complements Lexical Semantics for Non-factoid Answer Reranking

Discourse Complements Lexical Semantics for Non-factoid Answer Reranking

Publishing year: 2014

Publishing venue: ACL

Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering

Spinning Straw into Gold: Using Free Text to Train Monolingual Alignment Models for Non-factoid Question Answering

Publishing year: 2015

Publishing venue: NAACL

Procedural Reading Comprehension with Attribute-Aware Context Flow

Procedural Reading Comprehension with Attribute-Aware Context Flow

Publishing year: 2020

Publishing venue: AKBC

Learning Generalizable Visual Representations via Interactive Gameplay

Learning Generalizable Visual Representations via Interactive Gameplay

Publishing year: 2019

Publishing venue: ArXiv

Domain-Targeted, High Precision Knowledge Extraction

Domain-Targeted, High Precision Knowledge Extraction

Publishing year: 2017

Publishing venue: TACL

A general framework for information extraction using dynamic span graphs

A general framework for information extraction using dynamic span graphs

Publishing year: 2019

Publishing venue: NAACL

Improving Compositional Generalization in Semantic Parsing

Improving Compositional Generalization in Semantic Parsing

Publishing year: 2020

Publishing venue: FINDINGS

Variational Pretraining for Semi-supervised Text Classification

Variational Pretraining for Semi-supervised Text Classification

Publishing year: 2019

Publishing venue: ACL

Creating Causal Embeddings for Question Answering with Minimal Supervision

Creating Causal Embeddings for Question Answering with Minimal Supervision

Publishing year: 2016

Publishing venue: EMNLP

Reasoning Over Paragraph Effects in Situations

Reasoning Over Paragraph Effects in Situations

Publishing year: 2019

Publishing venue: MRQA@EMNLP

Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas

Scaling Creative Inspiration with Fine-Grained Functional Facets of Product Ideas

Publishing year: 2021

Publishing venue: ArXiv

Can LSTM Learn to Capture Agreement? The Case of Basque

Can LSTM Learn to Capture Agreement? The Case of Basque

Publishing year: 2018

Publishing venue: BlackboxNLP@EMNLP

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

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)

Who Let the Dogs Out? Modeling Dog Behavior from Visual Data

Who Let the Dogs Out? Modeling Dog Behavior from Visual Data

Publishing year: 2018

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

YOLO9000: Better, Faster, Stronger

YOLO9000: Better, Faster, Stronger

Publishing year: 2017

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

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Publishing year: 2021

Publishing venue: NAACL

Knowledge Enhanced Contextual Word Representations

Knowledge Enhanced Contextual Word Representations

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Plug and Play Autoencoders for Conditional Text Generation

Plug and Play Autoencoders for Conditional Text Generation

Publishing year: 2020

Publishing venue: EMNLP

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