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Publications

Publications by LIAAD

2020

MedLinker: Medical Entity Linking with Neural Representations and Dictionary Matching

Authors
Loureiro, D; Jorge, AM;

Publication
Advances in Information Retrieval - 42nd European Conference on IR Research, ECIR 2020, Lisbon, Portugal, April 14-17, 2020, Proceedings, Part II

Abstract

2020

Sentence Compression for Portuguese

Authors
Asevedo Nóbrega, FA; Jorge, AM; Brazdil, P; Pardo, TAS;

Publication
Computational Processing of the Portuguese Language - 14th International Conference, PROPOR 2020, Evora, Portugal, March 2-4, 2020, Proceedings

Abstract
The task of Sentence Compression aims at producing a shorter version of a given sentence. This task may assist many other applications, as Automatic Summarization and Text Simplification. In this paper, we investigate methods for Sentence Compression for Portuguese. We focus on machine learning-based algorithms and propose new strategies. We also create reference corpora/datasets for the area, allowing to train and to test the methods of interest. Our results show that some of our methods outperform previous initiatives for Portuguese and produce competitive results with a state of the art method in the area. © Springer Nature Switzerland AG 2020.

2020

ORSUM - Workshop on Online Recommender Systems and User Modeling

Authors
Vinagre, J; Jorge, AM; Ghossein, MA; Bifet, A;

Publication
RecSys 2020: Fourteenth ACM Conference on Recommender Systems, Virtual Event, Brazil, September 22-26, 2020

Abstract

2020

Proceedings of the 3rd Workshop on Online Recommender Systems and User Modeling co-located with the 14th ACM Conference on Recommender Systems (RecSys 2020), Virtual Event, September 25, 2020

Authors
Vinagre, J; Jorge, AM; Ghossein, MA; Bifet, A;

Publication
ORSUM@RecSys

Abstract

2020

Sequence Mining for Automatic Generation of Software Tests from GUI Event Traces

Authors
Oliveira, A; Freitas, R; Jorge, A; Amorim, V; Moniz, N; Paiva, ACR; Azevedo, PJ;

Publication
Intelligent Data Engineering and Automated Learning - IDEAL 2020 - 21st International Conference, Guimaraes, Portugal, November 4-6, 2020, Proceedings, Part II

Abstract

2020

Preface

Authors
Jorge, AM; Campos, R; Jatowt, A; Aizawa, A;

Publication
CEUR Workshop Proceedings

Abstract

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