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 have worked also 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 July to November 2018 I will be on an internship in the Telefónica I+D lab in Barcelona.

PUBLICATIONS

2018
  • Marco Del Tredici and Raquel Fernández. "The Road to Success: Assessing the Fate of Linguistic Innovations in Online Communities". In Proceedings of the 27th International Conference on Computational Linguistics (COLING), 2018. [pdf][code
  • Pushkar Mishra, Marco del Tredici, Helen Yannakoudakis and Ekaterina Shutova. 2018. Author Profiling for Abuse Detection. In Proceedings of the 27th International Conference on Computational Linguistics (COLING), 2018.

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

2016
  • Marco Del Tredici, Malvina Nissim and Andrea Zaninello. "Tracing metaphors in time through self-distance in vector spaces." arXiv preprint arXiv:1611.03279, 2016. [pdf]
  • Marco Del Tredici and Nuria 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]
  • Marco Del Tredici and Alexandra Anna Spalek, "Towards a Methodology for Automatically Clustering Selection Restrictions of Predicates". In Proceedings of the XVII EURALEX International Congress, 2016. [pdf]
2015
  • Marco Del Tredici and Nuria 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
  • Marco Del Tredici and Malvina Nissim, "A Modular System for Rule-based Text Categorization", Proceedings of Eighth International Conference on Language Resources and Evaluation (LREC), 2014. [pdf]

ACTIVITIES