Research output per year
Research output per year
Personal profile
Research interests
Natural languaje processing: text representation in computer, text classification, machine translation, sentiment detection, emotion detecion, named entities detection, pronunciation errors detection.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Ph.D. Thesis: "Automatic detection of lexical functions", Centro de Investigación en Computación (CIC)
10 Jul 2007 → 24 Jun 2011
Award Date: 27 Jul 2011
Keywords
- QA76 Computer software
- P Philology. Linguistics
SNI Level
- SNI 2
EDI
- EDI 8
Research and Postgraduate Networks
- REI04-RCOM Red de Computación
Fingerprint
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Low-Resource Neural Machine Translation Improvement Using Source-Side Monolingual Data
Tonja, A. L., Kolesnikova, O., Gelbukh, A. & Sidorov, G., Jan 2023, In: Applied Sciences (Switzerland). 13, 2, 1201.Research output: Contribution to journal › Article › peer-review
Open Access11 Scopus citations -
CIC at CheckThat! 2022: Multi-class and Cross-lingual Fake News Detection
Arif, M., Tonja, A. L., Ameer, I., Kolesnikova, O., Gelbukh, A., Sidorov, G. & Meque, A. G. M., 2022, In: CEUR Workshop Proceedings. 3180, p. 434-443 10 p.Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
Detection of Aggressive and Violent Incidents from Social Media in Spanish using Pre-trained Language Model
Tonja, A. L., Arif, M., Kolesnikova, O., Gelbukh, A. & Sidorov, G., 2022, In: CEUR Workshop Proceedings. 3202Research output: Contribution to journal › Conference article › peer-review
3 Scopus citations -
Improving Neural Machine Translation for Low Resource Languages Using Mixed Training: The Case of Ethiopian Languages
Tonja, A. L., Kolesnikova, O., Arif, M., Gelbukh, A. & Sidorov, G., 2022, Advances in Computational Intelligence - 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings. Pichardo Lagunas, O., Martínez Seis, B. & Martínez-Miranda, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 30-40 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13613 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations -
The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation
Belay, T. D., Tonja, A. L., Kolesnikova, O., Yimam, S. M., Ayele, A. A., Haile, S. B., Sidorov, G. & Gelbukh, A., 2022, 2022 International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2022. Alemneh, E., Nigussie, E. & Mekuria, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 84-89 6 p. (2022 International Conference on Information and Communication Technology for Development for Africa, ICT4DA 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access3 Scopus citations
Press/Media
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Develop a fake profile detector for Facebook
3/09/20
1 item of Media coverage
Press/Media: Press / Media