Stefan Daniel Dumitrescu

According to our database, Stefan Daniel Dumitrescu authored at least 30 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Generative Adversarial Training for Text-to-Speech Synthesis Based on Raw Phonetic Input and Explicit Prosody Modelling.

Tiberiu Boros, Stefan Daniel Dumitrescu, Ionut Mironica, Radu Chivereanu

CoRR, 2023

2021

LiRo: Benchmark and leaderboard for Romanian language tasks.

Stefan Daniel Dumitrescu, Petru Rebeja, Beáta Lorincz, Mihaela Gaman, Andrei-Marius Avram, Mihai Ilie, Andrei Pruteanu, Adriana Stan, Lorena Rosia, Cristina Iacobescu, Luciana Morogan, George Dima, Gabriel Marchidan, Traian Rebedea, Madalina Chitez, Dani Yogatama, Sebastian Ruder, Radu Tudor Ionescu, Razvan Pascanu, Viorica Patraucean

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2020

Introducing RONEC - the Romanian Named Entity Corpus.

Stefan Daniel Dumitrescu, Andrei-Marius Avram

Proceedings of The 12th Language Resources and Evaluation Conference, 2020

The birth of Romanian BERT.

Stefan Daniel Dumitrescu, Andrei-Marius Avram, Sampo Pyysalo

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

2018

Tools and resources for Romanian text-to-speech and speech-to-text applications.

Tiberiu Boros, Stefan Daniel Dumitrescu, Vasile Florian Pais

Proceedings of the 15th International Conference on Human Computer Interaction, 2018

RoWordNet - A Python API for the Romanian WordNet.

Stefan Daniel Dumitrescu, Andrei-Marius Avram, Luciana Morogan, Stefan-Adrian Toma

Proceedings of the 2018 10th International Conference on Electronics, 2018

Attention-free encoder decoder for morphological processing.

Stefan Daniel Dumitrescu, Tiberiu Boros

Proceedings of the CoNLL SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection, Brussels, October 31, 2018

NLP-Cube: End-to-End Raw Text Processing With Neural Networks.

Tiberiu Boros, Stefan Daniel Dumitrescu, Ruxandra Burtica

Proceedings of the CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, Brussels, Belgium, October 31, 2018

2017

Cassandra smart-home system description.

Stefan Daniel Dumitrescu

Proceedings of the International Conference on Speech Technology and Human-Computer Dialogue, 2017

A "small-data"-driven approach to dialogue systems for natural language human computer interaction.

Tiberiu Boros, Stefan Daniel Dumitrescu

Proceedings of the International Conference on Speech Technology and Human-Computer Dialogue, 2017

Fast and Accurate Decision Trees for Natural Language Processing Tasks.

Tiberiu Boros, Stefan Daniel Dumitrescu, Sonia Pipa

Proceedings of the International Conference Recent Advances in Natural Language Processing, 2017

A Convolutional Approach to Multiword Expression Detection Based on Unsupervised Distributed Word Representations and Task-Driven Embedding of Lexical Features.

Tiberiu Boros, Stefan Daniel Dumitrescu

Proceedings of the Engineering Applications of Neural Networks, 2017

CASSANDRA: A multipurpose configurable voice-enabled human-computer-interface.

Tiberiu Boros, Stefan Daniel Dumitrescu, Sonia Pipa

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

RACAI's Natural Language Processing pipeline for Universal Dependencies.

Stefan Daniel Dumitrescu, Tiberiu Boros, Dan Tufis

Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies, 2017

2016

The IPR-cleared Corpus of Contemporary Written and Spoken Romanian Language.

Dan Tufis, Verginica Barbu Mititelu, Elena Irimia, Stefan Daniel Dumitrescu, Tiberiu Boros

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

RACAI Entry for the IWSLT 2016 Shared Task.

Sonia Pipa, Alin Florentin Vasile, Ioana Ionascu, Stefan Daniel Dumitrescu, Tiberiu Boros

Proceedings of the 13th International Conference on Spoken Language Translation, 2016

2015

Robust deep-learning models for text-to-speech synthesis support on embedded devices.

Tiberiu Boros, Stefan Daniel Dumitrescu

Proceedings of the 7th International Conference on Management of computational and collective intElligence in Digital EcoSystems, Caraguatatuba, Brazil, October 25, 2015

Multilingual Tokenization and Part-of-speech Tagging. Lightweight Versus Heavyweight Algorithms.

Tiberiu Boros, Stefan Daniel Dumitrescu

Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2015

2014

News about the Romanian Wordnet.

Verginica Barbu Mititelu, Stefan Daniel Dumitrescu, Dan Tufis

Proceedings of the Seventh Global Wordnet Conference, 2014

RSS-TOBI - A Prosodically Enhanced Romanian Speech Corpus.

Tiberiu Boros, Adriana Stan, Oliver Watts, Stefan Daniel Dumitrescu

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

RACAI GEC - A hybrid approach to Grammatical Error Correction.

Tiberiu Boros, Stefan Daniel Dumitrescu, Adrian Zafiu, Verginica Barbu Mititelu, Ion Vaduva

Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task, 2014

2013

Wiki-Translator: Multilingual Experiments for In-Domain Translations.

Dan Tufis, Radu Ion, Stefan Daniel Dumitrescu

Comput. Sci. J. Moldova, 2013

The RACAI speech translation system challenges of morphologically rich languages.

Dan Tufis, Tiberiu Boros, Stefan Daniel Dumitrescu

Proceedings of the 7th Conference on Speech Technology and Human-Computer Dialogue, 2013

Wikipedia as an SMT Training Corpus.

Dan Tufis, Radu Ion, Stefan Daniel Dumitrescu, Dan Stefanescu

Proceedings of the Recent Advances in Natural Language Processing, 2013

Ontology-based flexible topic classification of crowdsourcing textual resources.

Stefan Daniel Dumitrescu, Stefan Trausan-Matu, Mihaela Brut, Florence Sèdes

Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems, 2013

Improving the RACAI Neural Network MSD Tagger.

Tiberiu Boros, Stefan Daniel Dumitrescu

Proceedings of the Engineering Applications of Neural Networks, 2013

2012

Romanian to English automatic MT experiments at IWSLT12 (system description paper).

Stefan Daniel Dumitrescu, Radu Ion, Dan Stefanescu, Tiberiu Boros, Dan Tufis

Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012

Cascaded Phrase-Based Statistical Machine Translation Systems.

Dan Tufis, Stefan Daniel Dumitrescu

Proceedings of the 16th Annual conference of the European Association for Machine Translation, 2012

2011

A Semantic-Oriented Approach for Organizing and Developing Annotation for E-Learning.

Mihaela Brut, Florence Sèdes, Stefan Daniel Dumitrescu

IEEE Trans. Learn. Technol., 2011

A Distributed Architecture for Flexible Multimedia Management and Retrieval.

Mihaela Brut, Dana Codreanu, Stefan Daniel Dumitrescu, Ana-Maria Manzat, Florence Sèdes

Proceedings of the Database and Expert Systems Applications, 2011