AI2 Paper Gallery

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

MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension

Publishing year: 2019

Publishing venue: ACL

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

ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network

ESPNetv2: A Light-Weight, Power Efficient, and General Purpose Convolutional Neural Network

Publishing year: 2019

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

Neural Motifs: Scene Graph Parsing with Global Context

Neural Motifs: Scene Graph Parsing with Global Context

Publishing year: 2018

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

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

AllenNLP: A Deep Semantic Natural Language Processing Platform

AllenNLP: A Deep Semantic Natural Language Processing Platform

Publishing year: 2018

Publishing venue: ArXiv

Learning to Solve Arithmetic Word Problems with Verb Categorization

Learning to Solve Arithmetic Word Problems with Verb Categorization

Publishing year: 2014

Publishing venue: EMNLP

ReadOnce Transformers: Reusable Representations of Text for Transformers

ReadOnce Transformers: Reusable Representations of Text for Transformers

Publishing year: 2021

Publishing venue: ACL/IJCNLP

Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets

Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets

Publishing year: 2019

Publishing venue: NAACL

Paragraph-Level Commonsense Transformers with Recurrent Memory

Paragraph-Level Commonsense Transformers with Recurrent Memory

Publishing year: 2021

Publishing venue: AAAI

ELASTIC: Improving CNNs with Instance Specific Scaling Policies

ELASTIC: Improving CNNs with Instance Specific Scaling Policies

Publishing year: 2018

Publishing venue: ArXiv

oLMpics-On What Language Model Pre-training Captures

oLMpics-On What Language Model Pre-training Captures

Publishing year: 2020

Publishing venue: Transactions of the Association for Computational Linguistics

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)

Incorporating Ethics into Artificial Intelligence

Incorporating Ethics into Artificial Intelligence

Publishing year: 2017

Publishing venue:

VisKE: Visual knowledge extraction and question answering by visual verification of relation phrases

VisKE: Visual knowledge extraction and question answering by visual verification of relation phrases

Publishing year: 2015

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

A Mixture of h - 1 Heads is Better than h Heads

A Mixture of h - 1 Heads is Better than h Heads

Publishing year: 2020

Publishing venue: ACL

Soft Threshold Weight Reparameterization for Learnable Sparsity

Soft Threshold Weight Reparameterization for Learnable Sparsity

Publishing year: 2020

Publishing venue: ICML

Chinese Open Relation Extraction for Knowledge Acquisition

Chinese Open Relation Extraction for Knowledge Acquisition

Publishing year: 2014

Publishing venue: EACL

ManipulaTHOR: A Framework for Visual Object Manipulation

ManipulaTHOR: A Framework for Visual Object Manipulation

Publishing year: 2021

Publishing venue: ArXiv

Freebase QA: Information Extraction or Semantic Parsing?

Freebase QA: Information Extraction or Semantic Parsing?

Publishing year: 2014

Publishing venue: ACL 2014

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

A Dataset for Tracking Entities in Open Domain Procedural Text

A Dataset for Tracking Entities in Open Domain Procedural Text

Publishing year: 2020

Publishing venue: EMNLP

Provable Limitations of Acquiring Meaning from Ungrounded Form: What will Future Language Models Understand?

Provable Limitations of Acquiring Meaning from Ungrounded Form: What will Future Language Models Understand?

Publishing year: 2021

Publishing venue: ArXiv

SciTaiL: A Textual Entailment Dataset from Science Question Answering

SciTaiL: A Textual Entailment Dataset from Science Question Answering

Publishing year: 2018

Publishing venue: AAAI

Refresh this page to see more papers...