AI2 Paper Gallery

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

Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies

Hierarchical Semi-supervised Classification with Incomplete Class Hierarchies

Publishing year: 2016

Publishing venue: WSDM

Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2

Publishing year: 2021

Publishing venue: ArXiv

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle

BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Domain-Targeted, High Precision Knowledge Extraction

Domain-Targeted, High Precision Knowledge Extraction

Publishing year: 2017

Publishing venue: TACL

MedICaT: A Dataset of Medical Images, Captions, and Textual References

MedICaT: A Dataset of Medical Images, Captions, and Textual References

Publishing year: 2020

Publishing venue: FINDINGS

PaLM: A Hybrid Parser and Language Model

PaLM: A Hybrid Parser and Language Model

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction

Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction

Publishing year: 2018

Publishing venue: NeurIPS

Selecting Near-Optimal Learners via Incremental Data Allocation

Selecting Near-Optimal Learners via Incremental Data Allocation

Publishing year: 2016

Publishing venue: AAAI

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

Toward Automatic Bootstrapping of Online Communities Using Decision-theoretic Optimization

Toward Automatic Bootstrapping of Online Communities Using Decision-theoretic Optimization

Publishing year: 2016

Publishing venue: CSCW

On the Limits of Learning to Actively Learn Semantic Representations

On the Limits of Learning to Actively Learn Semantic Representations

Publishing year: 2019

Publishing venue: CoNLL

Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering

Measuring and Reducing Non-Multifact Reasoning in Multi-hop Question Answering

Publishing year: 2020

Publishing venue: ArXiv

Topics to Avoid: Demoting Latent Confounds in Text Classification

Topics to Avoid: Demoting Latent Confounds in Text Classification

Publishing year: 2019

Publishing venue: EMNLP

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)

Answer Extraction as Sequence Tagging with Tree Edit Distance

Answer Extraction as Sequence Tagging with Tree Edit Distance

Publishing year: 2013

Publishing venue: NAACL

CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning

CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning

Publishing year: 2020

Publishing venue: FINDINGS

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

Publishing year: 2020

Publishing venue: EMNLP

LSTMs Exploit Linguistic Attributes of Data

LSTMs Exploit Linguistic Attributes of Data

Publishing year: 2018

Publishing venue: Rep4NLP@ACL

Understanding Convolutional Neural Networks for Text Classification

Understanding Convolutional Neural Networks for Text Classification

Publishing year: 2018

Publishing venue: BlackboxNLP@EMNLP

Creating Causal Embeddings for Question Answering with Minimal Supervision

Creating Causal Embeddings for Question Answering with Minimal Supervision

Publishing year: 2016

Publishing venue: EMNLP

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

"What Happens If..." Learning to Predict the Effect of Forces in Images

"What Happens If..." Learning to Predict the Effect of Forces in Images

Publishing year: 2016

Publishing venue: ECCV

Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge

Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge

Publishing year: 2015

Publishing venue: EMNLP

Grounded Compositional Outputs for Adaptive Language Modeling

Grounded Compositional Outputs for Adaptive Language Modeling

Publishing year: 2020

Publishing venue: EMNLP

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