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AI2 Paper Gallery

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

Unsupervised Deep Embedding for Clustering Analysis

Unsupervised Deep Embedding for Clustering Analysis

Publishing year: 2016

Publishing venue: ICML

Interactive Extractive Search over Biomedical Corpora

Interactive Extractive Search over Biomedical Corpora

Publishing year: 2020

Publishing venue: BIONLP

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

Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text

Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text

Publishing year: 2019

Publishing venue: EMNLP/IJCNLP

Value-aware Approximate Attention

Value-aware Approximate Attention

Publishing year: 2021

Publishing venue: ArXiv

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

Visual Reaction: Learning to Play Catch With Your Drone

Visual Reaction: Learning to Play Catch With Your Drone

Publishing year: 2020

Publishing venue: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content

See the Glass Half Full: Reasoning About Liquid Containers, Their Volume and Content

Publishing year: 2017

Publishing venue: 2017 IEEE International Conference on Computer Vision (ICCV)

Paraphrasing vs Coreferring: Two Sides of the Same Coin

Paraphrasing vs Coreferring: Two Sides of the Same Coin

Publishing year: 2020

Publishing venue: FINDINGS

What’s Hidden in a Randomly Weighted Neural Network?

What’s Hidden in a Randomly Weighted Neural Network?

Publishing year: 2020

Publishing venue: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Cross Sentence Inference for Process Knowledge

Cross Sentence Inference for Process Knowledge

Publishing year: 2016

Publishing venue: EMNLP

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

Instructable Intelligent Personal Agent

Instructable Intelligent Personal Agent

Publishing year: 2016

Publishing venue: AAAI

Topics to Avoid: Demoting Latent Confounds in Text Classification

Topics to Avoid: Demoting Latent Confounds in Text Classification

Publishing year: 2019

Publishing venue: EMNLP

Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction

Mind the Gap: A Generative Approach to Interpretable Feature Selection and Extraction

Publishing year: 2015

Publishing venue: NIPS

Tag-based Multi-Span Extraction in Reading Comprehension

Tag-based Multi-Span Extraction in Reading Comprehension

Publishing year: 2019

Publishing venue: ArXiv

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

Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!

Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!

Publishing year: 2015

Publishing venue: AAAI

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

Learning What is Essential in Questions

Learning What is Essential in Questions

Publishing year: 2017

Publishing venue: CoNLL

SpanBERT: Improving Pre-training by Representing and Predicting Spans

SpanBERT: Improving Pre-training by Representing and Predicting Spans

Publishing year: 2020

Publishing venue: TACL

Asynchronous Temporal Fields for Action Recognition

Asynchronous Temporal Fields for Action Recognition

Publishing year: 2017

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

Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources

Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources

Publishing year: 2018

Publishing venue: EMNLP

LCNN: Lookup-Based Convolutional Neural Network

LCNN: Lookup-Based Convolutional Neural Network

Publishing year: 2017

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

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