AI2 Paper Gallery

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

Plug and Play Autoencoders for Conditional Text Generation

Plug and Play Autoencoders for Conditional Text Generation

Publishing year: 2020

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

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

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

Publishing year: 2021

Publishing venue: NAACL

Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects

Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects

Publishing year: 2020

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

Soft Threshold Weight Reparameterization for Learnable Sparsity

Soft Threshold Weight Reparameterization for Learnable Sparsity

Publishing year: 2020

Publishing venue: ICML

OCNLI: Original Chinese Natural Language Inference

OCNLI: Original Chinese Natural Language Inference

Publishing year: 2020

Publishing venue: FINDINGS

Paragraph-Level Commonsense Transformers with Recurrent Memory

Paragraph-Level Commonsense Transformers with Recurrent Memory

Publishing year: 2021

Publishing venue: AAAI

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

It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT

It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT

Publishing year: 2020

Publishing venue: BLACKBOXNLP

SciTaiL: A Textual Entailment Dataset from Science Question Answering

SciTaiL: A Textual Entailment Dataset from Science Question Answering

Publishing year: 2018

Publishing venue: AAAI

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions

Publishing year: 2020

Publishing venue: EMNLP

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)

Parsing Algebraic Word Problems into Equations

Parsing Algebraic Word Problems into Equations

Publishing year: 2015

Publishing venue: Transactions of the Association for Computational Linguistics

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)

Deep Contextualized Word Representations

Deep Contextualized Word Representations

Publishing year: 2018

Publishing venue: NAACL

A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks

A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied Tasks

Publishing year: 2020

Publishing venue: ECCV

Cross Sentence Inference for Process Knowledge

Cross Sentence Inference for Process Knowledge

Publishing year: 2016

Publishing venue: EMNLP

Learning Biological Processes with Global Constraints

Learning Biological Processes with Global Constraints

Publishing year: 2013

Publishing venue: EMNLP

Exact Sampling with Integer Linear Programs and Random Perturbations

Exact Sampling with Integer Linear Programs and Random Perturbations

Publishing year: 2016

Publishing venue: AAAI

Rearrangement: A Challenge for Embodied AI

Rearrangement: A Challenge for Embodied AI

Publishing year: 2020

Publishing venue: ArXiv

ELASTIC: Improving CNNs with Instance Specific Scaling Policies

ELASTIC: Improving CNNs with Instance Specific Scaling Policies

Publishing year: 2018

Publishing venue: ArXiv

Domain-Targeted, High Precision Knowledge Extraction

Domain-Targeted, High Precision Knowledge Extraction

Publishing year: 2017

Publishing venue: TACL

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach

SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach

Publishing year: 2018

Publishing venue: EMNLP

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