Research Interests
Those are the research lines I have worked on, with some selected publications. For a more detailed list of publications please see my Google Scholar profile.
- Semantic analysis
- Emmanuelle Dusserre, Ruslan Kalitvianski, Mathieu Ruhlmann et Muntsa Padró : Analyse sémantique de transcriptions automatiques d’appels téléphoniques en français. To apper in : JEP-TALN-RECITAL demonstration session. July 2020.
- Nadia Derbas, Emmanuelle Dusserre, Muntsa Padró, Fréderique Segond. Eventfully Safapp: hybrid approach to event detection for social media mining. Journal of Ambient Intelligence and Humanized Computing, 1-9. 2018.
- David Graceffa, Armelle Ramond , Emmanuelle Dusserre , Ruslan Kalitvianski , Mathieu Ruhlmann, Muntsa Padró. Notre tweet première fois au DEFT-2018 : systèmes de détection de polarité et de transports. Actes de la conférence Traitement Automatique de la Langue Naturelle, TALN 2018.
- Nadia Derbas, Frédérique Segond, Muntsa Padró, Emmanuelle Dusserre, Teodora Dobre, Sara Monaci, Gustavo Mastrobuoni. Semantic analysis supporting de-radicalisation. 28th International Workshop on Database and Expert Systems Applications (DEXA). 2017.
- Emmanuelle Dusserre, Ruslan Kalitvianski, Mathieu Ruhlmann et Muntsa Padró : Analyse sémantique de transcriptions automatiques d’appels téléphoniques en français. To apper in : JEP-TALN-RECITAL demonstration session. July 2020.
- Automatic Lexical Acquisition and Distributional Semantics
- Elena Melnikova, Emmanuelle Dusserre, Muntsa Padró. In Search for Lost Emotions: Deep Learning for Opinion Taxonomy Induction. Workshop on Sentic Computing, Sentiment Analysis, Opinion Mining, and Emotion Detection at ESWC, 57-62. 2018.
- Emmanuelle Dusserre, Muntsa Padró. Bigger does not mean better! We prefer specificity. Iwcs 2017 - 12th international conference on computational semantics. 2017.
- Muntsa Padró, Marco Idiart, Carlos Ramisch, Aline Villavicencio. Nothing like Good Old Frequency: Studying Context Filters for Distributional Thesauri. Empirical Methods in Natural Language Processing (EMNLP), 419–424. Doha, Qatar. October 2014.
- Muntsa Padró, Marco Idiart, Aline Villavicencio, Carlos Ramisch. Comparing Similarity Measures for Distributional Thesauri. In Proceedings of LREC-2014. Reykjavik, Island. May 2014.
- Muntsa Padró, Núria Bel, Aina Garí. Verb SCF extraction for Spanish with dependency parsing. Procesamiento del Lenguaje Natural 51, 93-100. September 2013.
- Silvia Vázquez, Muntsa Padró, Núria Bel and Julio Gonzalo. Automatic Extraction of Polar Adjectives for the Creation of Polarity Lexicons. In Proceedings of COLING 2012. Mumbai, India. December 2012.
- Automatic mapping and merging of Lexical Resources
- Marta Villegas, Muntsa Padró and Núria Bel. LMF Experiments on Format Conversions for Resource Merging: Converters and Problems. In book: LMF Lexical Markup Framework. Publisher: Wiley-ISTE, Editor: Gil Francopoulo, pp.187-199. 2013.
- Muntsa Padró, Núria Bel and Silvia Necsulescu. Towards the Fully Automatic Merging of Lexical Resources: a Step Forward. Proceedings of the LREC 2012 Workshop on Language Resource Merging. Istanbul, Turkey. May 2012.
- Dependency Parsing
- Muntsa Padró, Miguel Ballesteros, Héctor Martínez, Bernd Bohnet. Finding Dependency Parsing Limits over a Large Spanish Corpus. Proceedings of IJCNLP 2013.
- Graphical Models and Machine Learning
- Muntsa Padró. Applying Causal-State Splitting Reconstruction Algorithm to Natural Language Processing Tasks. PhD thesis. Universitat Politècnica de Catalunya. July, 2008.
- Muntsa Padró and Lluís Padró. ME-CSSR: an Extension of CSSR using Maximum Entropy Models. Proceedings of the 2007 Conference on Finite-State Methods for NLP (FSMNLP). Potsdam, Germany. September, 2007.
