Publications
 
   
Publications for year between 2016 and 2017


Book Chapters: 7
2016
-J. M. Lemos and Ramon Fernandez Astudillo and Angela Costa and André Silva and Hugo Silva and João Graça and Bhiksha Raj, , chapter of Crowdsourced Video Subtitling with Adaptation Based on User-Corrected Lattices, Sep. 2016, [bibTex]
-Helena Moniz and Fernando Batista and Ana Isabel Mata da Silva and Isabel Trancoso, Towards automatic language processing and intonational labeling in European Portuguese, chapter of Intonational grammar in Ibero-Romance: Approaches across linguistic subfields, Sep. 2016, Amsterdam: John Benjamins, [bibTex]
-Ana Isabel Mata da Silva and Helena Moniz and Fernando Batista, Stylistic variation in the intonation of European Portuguese teenagers and adults, chapter of Intonational grammar in Ibero-Romance: Approaches across linguistic subfields, Sep. 2016, Amsterdam:John Benjamins, [bibTex]
-Ana Isabel Mata da Silva and Helena Moniz, Prosódia, variação e processamento automático, chapter of Manual de Linguística Portuguesa, Sep. 2016, DE GRUYTER MOUTON [Preprint], [bibTex]
-Anabela Barreiro, O Português como Língua num Mundo Global: problemas e potencialidades, chapter of Contributos para o Aumento de Qualidade na Língua Digital, Jun. 2016, Edições Húmus, [bibTex]
-Marco Paulo Fernandes Vicente and Fernando Batista and Joao P. Carvalho, Creating Extended Gender Labelled Datasets of Twitter Users, pp 690-702, chapter of Information Processing and Management of Uncertainty in Knowledge-Based Systems - Volume 611 of the series Communications in Computer and Information Science, Jun. 2016, Springer, [bibTex]
-Cristina Mota and Paula Carvalho and Francisco Afonso Raposo and Anabela Barreiro, , chapter of Generating Paraphrases of Human Intransitive Adjective Constructions with Port4NooJ, Mar. 2016, Springer, [bibTex]

International Journal Articles: 10
2017
-Rita Viegas and Cátia Salgado and Sérgio dos Santos Lopes Curto and Joao P. Carvalho and Susana M. Vieira and Stan N. Finkelstein, Daily prediction of ICU readmissions using feature engineering and ensemble fuzzy modeling, article in Expert Systems with Applications, to appear on 2017, Elsevier, [bibTex]
2016
-Gaspar Manuel Rocha Brogueira and Fernando Batista and Joao P. Carvalho, A Smart System for Twitter Corpus Collection, Management and Visualization, article in International Journal of Technology and Human Interaction (IJTHI), to appear on 2016, IGI Global, [bibTex]
-Luís Marujo and Ricardo Ribeiro and Anatole Gershman and David Martins de Matos and João Paulo da Silva Neto and Jaime Carbonell, Event-Based Summarization using a Centrality-As-Relevance Model, article in Knowledge and Information Systems pp. 1-24, Jun. 2016, Springer, [DOI Article link][bibTex]
-André L. Santos and Gonçalo Prendi and Hugo Sousa and Ricardo Ribeiro, Stepwise API usage assistance using n-gram language models, article in Journal of Systems and Software, Jun. 2016, Elsevier, [Article][DOI Article link][bibTex]
-Gaspar Manuel Rocha Brogueira and Fernando Batista and Joao P. Carvalho, Using geolocated tweets for characterization of Twitter in Portugal and the Portuguese administrative regions, article in Social Network Analysis and Mining pp. 1-20, Jun. 2016, Springer, [DOI Article link][bibTex]
-Francisco Afonso Raposo and Ricardo Ribeiro and David Martins de Matos, Using Generic Summarization to Improve Music Information Retrieval Tasks, article in IEEE/ACM Transactions on Audio, Speech, and Language Processing pp. 1119-1128, May 2016, IEEE, [DOI Article link][bibTex]
-Luís Filipe Garcia and Luís C. Oliveira and David Martins de Matos, Evaluating pictogram prediction in a location-aware augmentative and alternative communication system, article in Assistive Technology pp. 83-92, Apr. 2016, Taylor & Francis, [Article][DOI Article link][bibTex]
-Ana Marta Simões Aparício and Paulo César Dias Figueiredo and Francisco Afonso Raposo and David Martins de Matos and Ricardo Ribeiro and Luís Marujo, Summarization of Films and Documentaries Based on Subtitles and Scripts, article in Pattern Recognition Letters pp. 7-12, Apr. 2016, Elsevier, [DOI Article link][bibTex]
-Wang Ling and Luís Marujo and Chris Dyer and Alan W. Black and Isabel Trancoso, Mining Parallel Corpora From Sina Weibo and Twitter, article in , Mar. 2016, MIT Press / ACL, [DOI Article link][bibTex]
-Luís Marujo and Wang Ling and Ricardo Ribeiro and Anatole Gershman and Jaime Carbonell and David Martins de Matos and João Paulo da Silva Neto, Exploring Events and Distributed Representations of Text in Multi-Document Summarization, article in Knowledge-Based Systems pp. 33-42, Feb. 2016, Elsevier, [DOI Article link][bibTex]
International Conferences: 30
2016
-Maria Joana Ribeiro Folgado Correia and Isabel Trancoso and Bhiksha Raj, Adaptation of SVM for MIL for infering the polarity of movies and movie reviews, presented at IEEE Spoken Language Technology Workshop, Dec. 2016, IEEE, [bibTex]
-Marco Paulo Fernandes Vicente and Fernando Batista and Joao P. Carvalho, Improving Twitter gender classification using multiple classifiers, presented at 8th European Symposium on Computational Intelligence and Mathematics (ESCIM 2016), Oct. 2016, [bibTex]
-Hugo Rodrigues and Luísa Coheur and Eric Nyberg, QGASP: a Framework for Question Generation Based on Different Levels of Linguistic Information, presented at The 9th International Natural Language Generation conference, Sep. 2016, The Association for Computational Linguistics, [bibTex]
-Angela Costa and Luísa Coheur and Teresa Lino, A study on the production of collocations by European Portuguese learners, presented at Proceedings of the 12th Workshop on Multiword Expressions (MWE’2016), Aug. 2016, Association for Computational Linguistics (ACL), [bibTex]
-André T. Martins and Ramon Fernandez Astudillo and Chris Hokamp and Fábio Natanael Kepler, Unbabel’s Participation in the WMT16 Word-Level Translation Quality Estimation Shared Task, presented at , Aug. 2016, [bibTex]
-André T. Martins and Ramon Fernandez Astudillo, From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification, presented at , Jul. 2016, [bibTex]
-Sílvio Moreira and Ramon Fernandez Astudillo and Wang Ling and Mário J. Silva and Isabel Trancoso, INESC-ID at SemEval-2016 Task 4-A: Reducing the Problem of Out-of-Embedding Words, presented at International Workshop on Semantic Evaluation (SemEval-2016), Jul. 2016, [bibTex]
-Sérgio dos Santos Lopes Curto and Joao P. Carvalho and Cátia Salgado and Susana M. Vieira and João M. C Sousa, Predicting ICU readmissions based on bedside medical text notes, presented at 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Jul. 2016, IEEE Xplorer, [DOI Article link][bibTex]
-Angela Costa and Luísa Coheur, Towards a Statistical-Enriched Corpus Containing Portuguese Collocations in Use: Reviewing Possible Extraction Tools, presented at 12th International Conference, Computational Processing of the Portuguese Language (PROPOR), Jul. 2016, Lecture Notes in Computer Science, [bibTex]
-Vânia Patrícia Padrão Mendonça and Cláudia Patrícia Balixa Filipe and Luísa Coheur and Alberto Sardinha, VITHEA-Kids: Improving the Linguistic Skills of Children with Autism Spectrum Disorder, presented at 12th International Conference, Computational Processing of the Portuguese Language (PROPOR), Jul. 2016, [bibTex]
-Marco Paulo Fernandes Vicente and Fernando Batista and Joao P. Carvalho, Creating Extended Gender Labelled Datasets of Twitter Users, presented at IPMU2016 - 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based systems, Jun. 2016, Springer, [bibTex]
-Anabela Barreiro and Fernando Batista, Machine Translation of Non-Contiguous Multiword Units, presented at Proceedings of DiscoNLP 2016, Jun. 2016, Association for Computational Linguistics, [bibTex]
-Alessio Brutti and Alberto Abad, Multi-channel i-vector combination for robust speaker verification in multi-room domestic environments, presented at Odyssey 2016: The Speaker and Language Recognition Workshop, Jun. 2016, [bibTex]
-Angela Costa and Rui Correia and Luísa Coheur, Building a corpus of errors and quality in Machine Translation: experiments on error impact, presented at 10th edition of the Language Resources and Evaluation Conference, May 2016, [bibTex]
-Anabela Barreiro and Francisco Afonso Raposo and Tiago Luís, CLUE-Aligner: An Alignment Tool to Annotate Pairs of Paraphrastic and Translation Units, presented at Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), May 2016, ELRA, [bibTex]
-Anat Lerner and Vered Silber-Varod and Fernando Batista and Helena Moniz, In search of the role's footprints in client-therapist dialogues, presented at Speech Prosody, May 2016, [bibTex]
-Cristina Mota and Paula Carvalho and Anabela Barreiro, Port4NooJ v3.0: Integrated Linguistic Resources for Portuguese NLP, presented at Proceedings of the Tenth International Conference on Language Resources and Evaluation (LREC 2016), May 2016, ELRA, [bibTex]
-José Lopes and Arodami Chorianopoulou and Elisavet Palogiannidi and Helena Moniz and Alberto Abad and Katerina Louka and Elias Iosif and Alexandros Potamianos, The SpeDial datasets: datasets for Spoken Dialogue Systems analytics, presented at LREC, May 2016, European Language Resources Association (ELRA), [DOI Article link][bibTex]
-Bruno Filipe Silva Dias and H. Sofia Pinto and David Martins de Matos, BPMTimeline: JavaScript Tempo Functions and Time Mappings using an Analytical Solution, presented at 2nd Web Audio Conference (WAC), Mar. 2016, Georgia Institute of Technology, [bibTex]
-Bruno Filipe Silva Dias and David Martins de Matos and Matthew E.P. Davies and H. Sofia Pinto, Time Stretching & Pitch Shifting with the Web Audio API: Where are we at?, presented at 2nd Web Audio Conference (WAC), Mar. 2016, Georgia Institute of Technology, [bibTex]
-Pedro Mota and Maxine Eskenazi and Luísa Coheur, Multi-document Topic Segmentation Using Bayesian Estimation, presented at Tenth IEEE International Conference on Semantic Computing, ICSC 2016, Feb. 2016, [DOI Article link][bibTex]
National Conferences: 3
2016
-Angela Jusupova and Fernando Batista and Ricardo Ribeiro, Characterizing the Personality of Twitter Users based on their Timeline Information, presented at 16 Conferência da Associacao Portuguesa de Sistemas de Informação, Oct. 2016, [bibTex]
-Fernando Rebelo and Fernando Batista and Ricardo Ribeiro, Cascatas de Classificação de Sentimento em Microblogues, presented at INFORUM 2016 - Atas do 8.o Simpósio de Informática, Sep. 2016, [bibTex]
-Luís Dias and Tomás Brandão and Fernando Batista, Detecting violence on movie excerpts: A machine-learning approach based on audio and video features, presented at INForum 2016, Gestão de Dados e Conhecimento, Sep. 2016, [bibTex]
National Journal Articles: 1

MSc Theses: 16
2016
-Anzhela Zhusupova advised by Fernando Batista, Characterizing the Personality of Twitter Users Based on their Timeline Information, MSc Thesis on ISCTE-IUL, Dec. 2016, [bibTex]
-Fernando Manuel Dias Rebelo advised by Fernando Batista and Ricardo Ribeiro, Análise de Sentimento em Microblogues com base em Cascatas de Classificação, MSc Thesis on ISCTE-IUL, Nov. 2016, [bibTex]
-Filipe Nuno Marques Pires da Silva advised by Bruno Martins and David Martins de Matos, Computational Detection of Irony in Textual Messages, MSc Thesis on Instituto Superior Técnico, Universidade de Lisboa, Nov. 2016, [bibTex]
-Tiago Manuel Ferrão dos Santos advised by Luísa Coheur and João de Almeida Varelas Graça, Criando Textos Com Erros, MSc Thesis on , Nov. 2016, [bibTex]
-Luís Jorge Gregório Dias advised by Tomás Brandão and Fernando Batista, Detecting Violent Excerpts in Movies using Audio and Video Features, MSc Thesis on ISCTE-IUL, Nov. 2016, [bibTex]
-Ruben Emanuel Ramires dos Santos advised by Luísa Coheur and João António Madeiras Pereira, PE2LGP: From Text to Sign Language (and vice versa), MSc Thesis on Instituto Superior Técnico, Universidade de Lisboa, Nov. 2016, [bibTex]
-Gonçalo Atanásio advised by António Manuel Raminhos Cordeiro Grilo and António Joaquim Serralheiro, Rede de Sensores Acústicos para Vigilância e Aquisição de Alvos em Operações Militares Terrestres, MSc Thesis on Instituto Superior Técnico - Universidade de Lisboa, Nov. 2016, [bibTex]
-Alexey Mazalov advised by Bruno Martins and David Martins de Matos, Understanding Spatial Semantics in Natural Language, MSc Thesis on Instituto Superior Técnico, Universidade de Lisboa, Nov. 2016, [bibTex]
-José Jorge Marcos Raposo advised by David Martins de Matos and Bruno Martins, Open Information Extraction in Spoken Dialogue, MSc Thesis on , Oct. 2016, [bibTex]
-Miguel Varela Ramos advised by Isabel Trancoso and Nuno Fonseca, Voice Conversion with Deep Learning, MSc Thesis on Instituto Superior Técnico, Oct. 2016, [bibTex]
-Benjamim Chamand advised by Rubén Solera Ureña and Luísa Coheur, Automatic Speech Recognition in Human-Robot Interaction (Erasmus Internship), MSc Thesis on , Jul. 2016, [bibTex]
-Joana Catarina Lapas Pinto advised by Nuno J. Mamede and Jorge Baptista, Fine-grained POS-tagging: Full disambiguation of verbal morpho-syntactic tags, MSc Thesis on Instituto Superior Técnico, Universidade de Lisboa, Jun. 2016, [bibTex]
-Francisco Dias advised by Nuno J. Mamede and Jorge Baptista, Multilingual Automated Text Anonymization, MSc Thesis on Instituto Superior Técnico, Universidade de Lisboa, Jun. 2016, [bibTex]
-Luís Carlos Cachapela Rosado advised by Luísa Coheur and David Martins de Matos, O Cinema ao Serviço do Processamento da Línua Natural, MSc Thesis on Instituto Superior Técnico, Universidade de Lisboa, May 2016, [bibTex]
-Vasco Pinto Ferreira advised by Bruno Martins and David Martins de Matos, Polinformatics and using textual transcript of parliamentary interventions for profiling Portuguese politicians, MSc Thesis on Instituto Superior Técnico, Universidade de Lisboa, May 2016, [bibTex]
-Daniel Filipe Pombo da Silva Baptista advised by David Martins de Matos and Ricardo Ribeiro, Thematically-Driven Guitar Music Retrieval, MSc Thesis on Instituto Superior Técnico, Universidade de Lisboa, May 2016, [bibTex]
Internships: 3
2016
-André Baptista Águas advised by David Martins de Matos, 3D Image Capture (Summer internship), short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2016, [bibTex]
-Pedro Miguel Carvalho Caldeira advised by David Martins de Matos, Creation and management of software packages, short term traineeship at , Dec. 2016, [bibTex]
-Tiago Jorge Matias Vicente advised by David Martins de Matos, Visualization of Vector Spaces, short term traineeship at Instituto Superior Técnico, Universidade de Lisboa, Dec. 2016, [bibTex]

Edited Books: 3
2016
-Alberto Abad and Alfonso Ortega and Antonio Teixeira and Carmen Mateo and Carlos Hinarejos and Fernando Perdigão and Fernando Batista and Nuno J. Mamede, editors, Advances in Speech and Language Technologies for Iberian Languages: Third International Conference, IberSPEECH 2016, Lisbon, Portugal, November 23-25, 2016, Proceedings, Lecture Notes in Computer Science 10077, Nov. 2016, Springer International Publish, [bibTex]
-Joao P. Carvalho and Marie-Jeanne Lesot and Uzay Kaymak and Susana Vieira and Bernardette Bouchon-Meunier and Ronald R. Yager, editors, Information Processing and Management of Uncertainty in Knowledge-Based Systems vol 1, Communications in Computer and Information Science 610, Jun. 2016, Springer, [bibTex]
-Joao P. Carvalho and Marie-Jeanne Lesot and Uzay Kaymak and Susana Vieira and Bernardette Bouchon-Meunier and Ronald R. Yager, editors, Information Processing and Management of Uncertainty in Knowledge-Based Systems vol 2, Communications in Computer and Information Science 611, Jun. 2016, Springer, [bibTex]
Edited Proceedings: 2
2016
-João Silva and Ricardo Ribeiro and Paulo Quaresma and André Adami and António Branco, editors, Computational Processing of the Portuguese Language — 12th International Conference, PROPOR 2016, Tomar, Portugal, July 13-15, 2016, Proceedings, Lecture Notes in Computer Science 9727, Jul. 2016, Springer, [bibTex]
-Joao P. Carvalho and Marie-Jeanne Lesot and Uzay Kaymak and Susana Vieira and Bernardette Bouchon-Meunier and Ronald R. Yager, editors, 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based systems (IPMU 2016) - Final Program and Book of Abstracts, ISBN: 978-90-386-4108-9, Jun. 2016, TU/e - Technische Universiteit, [bibTex]