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05/19/2023
Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages
Sentiment analysis (SA) systems are used in many products and hundreds o...
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10/02/2019
BookQA: Stories of Challenges and Opportunities
We present a system for answering questions based on the full text of bo...
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09/21/2019
Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling
Semantic role labeling (SRL) is the task of identifying predicates and l...
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09/01/2019
You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP
Information about individuals can help to better understand what they sa...
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10/23/2018
Deep Graph Convolutional Encoders for Structured Data to Text Generation
Most previous work on neural text generation from graph-structured data ...
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04/23/2018
Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks
Semantic representations have long been argued as potentially useful for...
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04/15/2017
Graph Convolutional Encoders for Syntax-aware Neural Machine Translation
We present a simple and effective approach to incorporating syntactic st...
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03/14/2017
Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling
Semantic role labeling (SRL) is the task of identifying the predicate-ar...
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01/10/2017
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling
We introduce a simple and accurate neural model for dependency-based sem...
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02/19/2015