BookQA: Stories of Challenges and Opportunities

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

* 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

* 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

* 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

* 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

* 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

* Submitted for publication 

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