AI2 Paper Gallery

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

Parsing Algebraic Word Problems into Equations

Parsing Algebraic Word Problems into Equations

Publishing year: 2015

Publishing venue: Transactions of the Association for Computational Linguistics

Gender trends in computer science authorship

Gender trends in computer science authorship

Publishing year: 2021

Publishing venue: Commun. ACM

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Learning Interpretable Spatial Operations in a Rich 3D Blocks World

Publishing year: 2018

Publishing venue: AAAI

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)

SPECTER: Document-level Representation Learning using Citation-informed Transformers

SPECTER: Document-level Representation Learning using Citation-informed Transformers

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)

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)

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

Probing Natural Language Inference Models through Semantic Fragments

Probing Natural Language Inference Models through Semantic Fragments

Publishing year: 2020

Publishing venue: AAAI

Mixture Content Selection for Diverse Sequence Generation

Mixture Content Selection for Diverse Sequence Generation

Publishing year: 2019

Publishing venue: EMNLP

Break It Down: A Question Understanding Benchmark

Break It Down: A Question Understanding Benchmark

Publishing year: 2020

Publishing venue: TACL

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

ScispaCy: Fast and Robust Models for Biomedical Natural Language Processing

Publishing year: 2019

Publishing venue: BioNLP@ACL

Adaptive Hashing for Model Counting

Adaptive Hashing for Model Counting

Publishing year: 2019

Publishing venue: UAI

Visual Room Rearrangement

Visual Room Rearrangement

Publishing year: 2021

Publishing venue: ArXiv

DOCK: Detecting Objects by Transferring Common-Sense Knowledge

DOCK: Detecting Objects by Transferring Common-Sense Knowledge

Publishing year: 2018

Publishing venue: ECCV

SciBERT: Pretrained Contextualized Embeddings for Scientific Text

SciBERT: Pretrained Contextualized Embeddings for Scientific Text

Publishing year: 2019

Publishing venue: ArXiv

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)

Temporal Common Sense Acquisition with Minimal Supervision

Temporal Common Sense Acquisition with Minimal Supervision

Publishing year: 2020

Publishing venue: ACL

Does My Multimodal Model Learn Cross-modal Interactions? It’s Harder to Tell than You Might Think!

Does My Multimodal Model Learn Cross-modal Interactions? It’s Harder to Tell than You Might Think!

Publishing year: 2020

Publishing venue: EMNLP

Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies

Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies

Publishing year: 2016

Publishing venue: WSDM

MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

Publishing year: 2019

Publishing venue: NAACL

Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models

Recollection versus Imagination: Exploring Human Memory and Cognition via Neural Language Models

Publishing year: 2020

Publishing venue: ACL

A Lightweight and High Performance Monolingual Word Aligner

A Lightweight and High Performance Monolingual Word Aligner

Publishing year: 2013

Publishing venue: ACL

Differentiable Scene Graphs

Differentiable Scene Graphs

Publishing year: 2020

Publishing venue: 2020 IEEE Winter Conference on Applications of Computer Vision (WACV)

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