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Bias Beyond English: Counterfactual Tests for Bias in Sentiment Analysis in Four Languages


May 19, 2023
Seraphina Goldfarb-Tarrant, Adam Lopez, Roi Blanco, Diego Marcheggiani

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* 5 pages, accepted to Findings of ACL 2023 

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BookQA: Stories of Challenges and Opportunities


Oct 02, 2019
Stefanos Angelidis, Lea Frermann, Diego Marcheggiani, Roi Blanco, Lluís Màrquez

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* Accepted at 2nd Workshop on Machine Reading for Question Answering (MRQA), EMNLP 2019 

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Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling


Sep 21, 2019
Diego Marcheggiani, Ivan Titov

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You Shall Know a User by the Company It Keeps: Dynamic Representations for Social Media Users in NLP


Sep 01, 2019
Marco Del Tredici, Diego Marcheggiani, Sabine Schulte im Walde, Raquel Fernández

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* To appear in Proceeding of EMNLP 2019 

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Deep Graph Convolutional Encoders for Structured Data to Text Generation


Oct 23, 2018
Diego Marcheggiani, Laura Perez-Beltrachini

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* INLG 2018 

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Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks


Apr 23, 2018
Diego Marcheggiani, Joost Bastings, Ivan Titov

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Encoding Sentences with Graph Convolutional Networks for Semantic Role Labeling


Jul 30, 2017
Diego Marcheggiani, Ivan Titov

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* To appear in EMNLP 2017 

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A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling


Jun 15, 2017
Diego Marcheggiani, Anton Frolov, Ivan Titov

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* To appear in CoNLL 2017 

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On the Effects of Low-Quality Training Data on Information Extraction from Clinical Reports


Mar 04, 2015
Diego Marcheggiani, Fabrizio Sebastiani

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* Submitted for publication 

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