AI2 Paper Gallery

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

The Right Tool for the Job: Matching Model and Instance Complexities

The Right Tool for the Job: Matching Model and Instance Complexities

Publishing year: 2020

Publishing venue: ACL

Evaluating NLP Models via Contrast Sets

Evaluating NLP Models via Contrast Sets

Publishing year: 2020

Publishing venue: ArXiv

Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off!

Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off!

Publishing year: 2015

Publishing venue: 2015 IEEE International Conference on Computer Vision (ICCV)

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations

Automatic Selection of Context Configurations for Improved Class-Specific Word Representations

Publishing year: 2017

Publishing venue: CoNLL

Visalogy: Answering Visual Analogy Questions

Visalogy: Answering Visual Analogy Questions

Publishing year: 2015

Publishing venue: NIPS

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

Metaphor as a Medium for Emotion: An Empirical Study

Metaphor as a Medium for Emotion: An Empirical Study

Publishing year: 2016

Publishing venue: *SEMEVAL

Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing

Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing

Publishing year: 2018

Publishing venue: EMNLP

COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs

COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs

Publishing year: 2021

Publishing venue: AAAI

Commonly Uncommon: Semantic Sparsity in Situation Recognition

Commonly Uncommon: Semantic Sparsity in Situation Recognition

Publishing year: 2017

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

Polyglot Contextual Representations Improve Crosslingual Transfer

Polyglot Contextual Representations Improve Crosslingual Transfer

Publishing year: 2019

Publishing venue: NAACL

Green AI

Green AI

Publishing year: 2020

Publishing venue: Commun. ACM

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

Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions

Combining Retrieval, Statistics, and Inference to Answer Elementary Science Questions

Publishing year: 2016

Publishing venue: AAAI

Abductive Commonsense Reasoning

Abductive Commonsense Reasoning

Publishing year: 2020

Publishing venue: ICLR

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

QSAnglyzer: Visual Analytics for Prismatic Analysis of Question Answering System Evaluations

QSAnglyzer: Visual Analytics for Prismatic Analysis of Question Answering System Evaluations

Publishing year: 2017

Publishing venue: 2017 IEEE Conference on Visual Analytics Science and Technology (VAST)

Transformer Feed-Forward Layers Are Key-Value Memories

Transformer Feed-Forward Layers Are Key-Value Memories

Publishing year: 2020

Publishing venue: ArXiv

Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming

Declarative Question Answering over Knowledge Bases containing Natural Language Text with Answer Set Programming

Publishing year: 2019

Publishing venue: AAAI

Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation

Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation

Publishing year: 2019

Publishing venue: NAACL

Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping

Publishing year: 2020

Publishing venue: ArXiv

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics

Publishing year: 2020

Publishing venue: EMNLP

Unsupervised Domain Clusters in Pretrained Language Models

Unsupervised Domain Clusters in Pretrained Language Models

Publishing year: 2020

Publishing venue: ACL

CODE: COMPILER-BASED NEURON-AWARE ENSEMBLE TRAINING

CODE: COMPILER-BASED NEURON-AWARE ENSEMBLE TRAINING

Publishing year: 2021

Publishing venue:

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