Marco Del Tredici

M.delTredici[at]uva.nl




Hi, I'm a PhD candidate at University of Amsterdamworking at the ILLC with Raquel Fernández.

My research is at the crossroads between Natural Language Processing, Social Network Analysis and Dialogue: in practice, I use Machine Learning techniques (especially Neural Networks and Deep Learning architectures) to investigate how people in social networks create, share and spread the meaning of words. 

I've also been working on text categorization, data mining, sentiment analysis, taxonomies and semantic networks, both during my Academic career and in the NLP industry.

See my cv here.


NEWS

  • From March to May 2018, I will be on a research visit at the Institute for Natural Language Processing University of Stuttgart, under the supervision of Sabine Schulte im Walde.

PUBLICATIONS

2017
  • M. Del Tredici and R.  Fernández, "Semantic Variation in Online Communities of Practice", In 12th International Conference on Computational Semantics (IWCS), 201. [pdf]

2016
  • M. Del Tredici, M. Nissim and A. Zaninello. "Tracing metaphors in time through self-distance in vector spaces." arXiv preprint arXiv:1611.03279, 2016. [pdf]
  • M. Del Tredici and N. Bel, "Assessing the Potential of Metaphoricity of Verbs Using Corpus Data". In Proceedings of Tenth International Conference on Language Resources and Evaluation (LREC), 2016. [pdf]
  • M. Del Tredici and A. A. Spalek, "Towards a Methodology for Automatically Clustering Selection Restrictions of Predicates". In Proceedings of the XVII EURALEX International Congress, 2016. [pdf]
2015
  • M. Del Tredici and N. Bel, "A Word-Embedding-based Sense Index for Regular Polysemy Representation". In Proceedings of Workshop on Vector Space Modeling for NLP at Naacl 2015. [pdf]
2014
  • M. Del Tredici and M. Nissim, "A Modular System for Rule-based Text Categorization", Proceedings of Eighth International Conference on Language Resources and Evaluation (LREC), 2014. [pdf]

ACTIVITIES
  • Participation to the LOT Winter School 2018 - 8-12 January 2018.
  • Research visit in Gemma Boleda's group at Universitat Pompeu Fabra - Barcelona.
  • Participation to the 7th Lisbon Machine Learning School - 20-27 July 2017.
  • Co-supervisor of Bachelor final project.
  • Reviewer for EMNLP 2017.
  • Reviewer for EACL 2017.
  • Member of the Organizing committee of ESSLLI 2015.