I am a postdoctoral researcher at Queen Mary University of London. My interests regard probabilistic models for NLP applications and parameter estimation techniques.
The topics I discuss at the howhy theoretical seminar can be found on the blog (updated after each session).
A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation
Massimo Poesio, Jon Chamberlain, Silviu Paun, Juntao Yu, Alexandra Uma and Udo Kruschwitz
In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), 2019
[pdf] [data] [bib]
A new workshop on aggregating and analysing crowdsourced annotations for NLP (AnnoNLP) has been accepted at EMNLP 2019. More details here.
A Probabilistic Annotation Model for Crowdsourcing Coreference
Silviu Paun, Jon Chamberlain, Udo Kruschwitz, Juntao Yu, Massimo Poesio
In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP) , 2018
[pdf] [code] [bib]
Comparing Bayesian Models of Annotation
Silviu Paun, Bob Carpenter, Jon Chamberlain, Dirk Hovy, Udo Kruschwitz, Massimo Poesio
In Transactions of the Association for Computational Linguistics (TACL) , 2018
[pdf] [bib] [video] [slides]