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 Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task

The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task

Publishing year: 2017

Publishing venue: CoNLL

Neural Semantic Parsing with Type Constraints for Semi-Structured Tables

Neural Semantic Parsing with Type Constraints for Semi-Structured Tables

Publishing year: 2017

Publishing venue: EMNLP

Explain like I am a Scientist: The Linguistic Barriers of Entry to r/science

Explain like I am a Scientist: The Linguistic Barriers of Entry to r/science

Publishing year: 2020

Publishing venue: CHI

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

Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision

Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision

Publishing year: 2021

Publishing venue: AAAI

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)

Solving Geometry Problems: Combining Text and Diagram Interpretation

Solving Geometry Problems: Combining Text and Diagram Interpretation

Publishing year: 2015

Publishing venue: EMNLP

What-if I ask you to explain: Explaining the effects of perturbations in procedural text

What-if I ask you to explain: Explaining the effects of perturbations in procedural text

Publishing year: 2020

Publishing venue: FINDINGS

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge

Publishing year: 2018

Publishing venue: EMNLP

AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples

AdvEntuRe: Adversarial Training for Textual Entailment with Knowledge-Guided Examples

Publishing year: 2018

Publishing venue: ACL

DOCK: Detecting Objects by Transferring Common-Sense Knowledge

DOCK: Detecting Objects by Transferring Common-Sense Knowledge

Publishing year: 2018

Publishing venue: ECCV

LSTMs Exploit Linguistic Attributes of Data

LSTMs Exploit Linguistic Attributes of Data

Publishing year: 2018

Publishing venue: Rep4NLP@ACL

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

AllenAct: A Framework for Embodied AI Research

AllenAct: A Framework for Embodied AI Research

Publishing year: 2020

Publishing venue: ArXiv

Exact Sampling with Integer Linear Programs and Random Perturbations

Exact Sampling with Integer Linear Programs and Random Perturbations

Publishing year: 2016

Publishing venue: AAAI

UnifiedQA: Crossing Format Boundaries With a Single QA System

UnifiedQA: Crossing Format Boundaries With a Single QA System

Publishing year: 2020

Publishing venue: FINDINGS

IKE - An Interactive Tool for Knowledge Extraction

IKE - An Interactive Tool for Knowledge Extraction

Publishing year: 2016

Publishing venue: AKBC@NAACL-HLT

YOLO9000: Better, Faster, Stronger

YOLO9000: Better, Faster, Stronger

Publishing year: 2017

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

Expanding Holographic Embeddings for Knowledge Completion

Expanding Holographic Embeddings for Knowledge Completion

Publishing year: 2018

Publishing venue: NeurIPS

Is Attention Interpretable?

Is Attention Interpretable?

Publishing year: 2019

Publishing venue: ACL

Pushing it out of the Way: Interactive Visual Navigation

Pushing it out of the Way: Interactive Visual Navigation

Publishing year: 2021

Publishing venue: ArXiv

The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction

The AI2 system at SemEval-2017 Task 10 (ScienceIE): semi-supervised end-to-end entity and relation extraction

Publishing year: 2017

Publishing venue: *SEMEVAL

Improving Distant Supervision with Maxpooled Attention and Sentence-Level Supervision

Improving Distant Supervision with Maxpooled Attention and Sentence-Level Supervision

Publishing year: 2018

Publishing venue: ArXiv

Paragraph-Level Commonsense Transformers with Recurrent Memory

Paragraph-Level Commonsense Transformers with Recurrent Memory

Publishing year: 2021

Publishing venue: AAAI

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