AI2 Paper Gallery

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

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Multi-class Hierarchical Question Classification for Multiple Choice Science Exams

Multi-class Hierarchical Question Classification for Multiple Choice Science Exams

Publishing year: 2020

Publishing venue: LREC

Spatially Aware Multimodal Transformers for TextVQA

Spatially Aware Multimodal Transformers for TextVQA

Publishing year: 2020

Publishing venue: ECCV

Differentiable Scene Graphs

Differentiable Scene Graphs

Publishing year: 2020

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

RNN Architecture Learning with Sparse Regularization

RNN Architecture Learning with Sparse Regularization

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity

MonaLog: a Lightweight System for Natural Language Inference Based on Monotonicity

Publishing year: 2020

Publishing venue: SCIL

Learning to Predict Citation-Based Impact Measures

Learning to Predict Citation-Based Impact Measures

Publishing year: 2017

Publishing venue: 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL)

ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning

ATOMIC: An Atlas of Machine Commonsense for If-Then Reasoning

Publishing year: 2019

Publishing venue: AAAI

CODE: COMPILER-BASED NEURON-AWARE ENSEMBLE TRAINING

CODE: COMPILER-BASED NEURON-AWARE ENSEMBLE TRAINING

Publishing year: 2021

Publishing venue:

QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships

QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships

Publishing year: 2019

Publishing venue: AAAI

Selecting Near-Optimal Learners via Incremental Data Allocation

Selecting Near-Optimal Learners via Incremental Data Allocation

Publishing year: 2016

Publishing venue: AAAI

WINOGRANDE: An Adversarial Winograd Schema Challenge at Scale

WINOGRANDE: An Adversarial Winograd Schema Challenge at Scale

Publishing year: 2020

Publishing venue: AAAI

Closing the Gap Between Short and Long XORs for Model Counting

Closing the Gap Between Short and Long XORs for Model Counting

Publishing year: 2016

Publishing venue: AAAI

Exploring Markov Logic Networks for Question Answering

Exploring Markov Logic Networks for Question Answering

Publishing year: 2015

Publishing venue: EMNLP

Adaptive Hashing for Model Counting

Adaptive Hashing for Model Counting

Publishing year: 2019

Publishing venue: UAI

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing

Memory Augmented Policy Optimization for Program Synthesis and Semantic Parsing

Publishing year: 2018

Publishing venue: NeurIPS

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

Neural network gradient-based learning of black-box function interfaces

Neural network gradient-based learning of black-box function interfaces

Publishing year: 2019

Publishing venue: ICLR

CEDR: Contextualized Embeddings for Document Ranking

CEDR: Contextualized Embeddings for Document Ranking

Publishing year: 2019

Publishing venue: SIGIR

SeGAN: Segmenting and Generating the Invisible

SeGAN: Segmenting and Generating the Invisible

Publishing year: 2018

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

CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge

Publishing year: 2019

Publishing venue: NAACL

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach

Publishing year: 2018

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

Incorporating Ethics into Artificial Intelligence

Incorporating Ethics into Artificial Intelligence

Publishing year: 2017

Publishing venue:

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