Sergiu Nisioi

Hello!

I am currently an Assistant Professor within the Faculty of Mathematics and Computer Science, University of Bucharest.

My work is related to connected areas of computational linguistics, covering topics such as psycholinguistics, computational learning theory, machine translation, and text simplification. In addition to academic research, for the past ten years I have been deploying machine learning pipelines at scale.

I’m also interested in sound art, algorithmic compositions, DSP, and modular synthesizers: noize maker as part of godwana sound project, diy ecological research for chlorophylla.live, and part of HYPHA.ro.

Teaching activities

• Machine Translation role-play course for NLP Master’s students
• Computer Networks materials using docker and scapy

Contact details

• room 203, Faculty of Mathematics and Computer Science, University of Bucharest, 14 Academiei Street, Sector 1, 010014, Bucharest, Romania
• email: sergiu nisioi at fmi . unibuc . ro

Selected publications

• Ceausu C, Nisioi S, Identifying Draft Bills Impacting Existing Legislation: a Case Study on Romanian, LREC, 2022, git
• Nisioi S, Uban AS, Dinu LP, Identifying Source-Language Dialects in Translation, Natural Language Processing (NLP) and Machine Learning (ML)—Theory and Applications, 10 (9), 1431, git
• Štajner S, Nisioi S, Hulpuș I, CoCo: A tool for automatically assessing conceptual complexity of texts, LREC, 2020, git
• Abassi S El, Nisioi S, MDD@ AMI: Vanilla Classifiers for Misogyny Identification, EVALITA 2020, pdf
• Štajner S, Nisioi S, A detailed evaluation of neural sequence-to-sequence models for in-domain and cross-domain text simplification, LREC, 2018, pdf
• Nisioi S, Štajner S, Ponzetto SP, Dinu LP: Exploring Neural Text Simplification Models, ACL 2017, pdf, git
• Anca Bucur and Sergiu Nisioi: A Visual Representation of Wittgenstein’s Tractatus Logico-Philosophicus, LT4DH-COLING, 2016, pdf, git, demo
• Ella Rabinovich, Sergiu Nisioi, Noam Ordan and Shuly Wintner: On the Similarities Between Native, Non-native and Translated Texts, ACL, 2016
• Nisioi, S., Rabinovich, E., Dinu, L. P., and Wintner, S.: A Corpus of Native, Non-native and Translated Texts, LREC, 2016, git, pdf
• Nisioi, S.: Comparing Speech and Text Classification on ICNALE, LREC, 2016, git, pdf
• Şulea, O. M., Nisioi, S., and Dinu, L. P.,: Using Word Embeddings to Translate Named Entities, LREC, 2016, git, pdf
• Nisioi, S. and Nauze, F.: An Ensemble Classifier for Quality Assessment of Text Simplification, LREC-QATS, 2016, git
• Nisioi, S.: Unsupervised classification of translated texts, NLDB, 2015 preprint
• Nisioi, S.: Feature analysis for native language identification, CICLing, 2015, preprint
• Nisioi, S.: On the syllabic structures of Aromanian, LaTeCH, 2014, pdf
• Nisioi, S. and Dinu, L.P.: A clustering approach for translationese identification, RANLP, 2013, pdf