Grigori Sidorov

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Grigori Sidorov

Researcher

 https://orcid.org/0000-0003-3901-3522

  • Mexico

Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
19992023

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  • 2023

    Science for Fun: The CLEF 2023 JOKER Track on Automatic Wordplay Analysis

    Ermakova, L., Miller, T., Bosser, A. G., Palma Preciado, V. M., Sidorov, G. & Jatowt, A., 2023, Advances in Information Retrieval - 45th European Conference on Information Retrieval, ECIR 2023, Proceedings. Kamps, J., Goeuriot, L., Crestani, F., Maistro, M., Joho, H., Davis, B., Gurrin, C., Caputo, A. & Kruschwitz, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 546-556 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13982 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations
  • 2022

    CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments

    Balouchzahi, F., Butt, S., Sidorov, G. & Gelbukh, A., 2022, LTEDI 2022 - 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, Proceedings of the Workshop. Chakravarthi, B. R., Bharathi, B., McCrae, J. P., Zarrouk, M., Bali, K. & Buitelaar, P. (eds.). Association for Computational Linguistics (ACL), p. 206-211 6 p. (LTEDI 2022 - 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • EmoThreat@FIRE2022: Shared Track on Emotions and Threat Detection in Urdu

    Butt, S., Amjad, M., Balouchzah, F., Ashraf, N., Sharma, R., Sidorov, G. & Gelbukh, A., 9 Dec 2022, FIRE 2022 - Proceedings of the 14th Annual Meeting of the Forum for Information Retrieval Evaluation. Ganguly, D., Gangopadhyay, S., Mitra, M. & Majumder, P. (eds.). Association for Computing Machinery, p. 1-3 3 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Evaluating the Impact of OCR Quality on Short Texts Classification Task

    Vitman, O., Kostiuk, Y., Plachinda, P., Zhila, A., Sidorov, G. & Gelbukh, A., 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. 163-177 15 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

    1 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

  • MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM

    Anusha, M. D., Balouchzahi, F., Shashirekha, H. L. & Sidorov, G., 2022, LTEDI 2022 - 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, Proceedings of the Workshop. Chakravarthi, B. R., Bharathi, B., McCrae, J. P., Zarrouk, M., Bali, K. & Buitelaar, P. (eds.). Association for Computational Linguistics (ACL), p. 161-166 6 p. (LTEDI 2022 - 2nd Workshop on Language Technology for Equality, Diversity and Inclusion, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • MUCIC@TamilNLP-ACL2022: Abusive Comment Detection in Tamil Language using 1D Conv-LSTM

    Balouchzahi, F., Anusha, M. D., Shashirekha, H. L. & Sidorov, G., 2022, DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop. Chakravarthi, B. R., Priyadharshini, R., Madasamy, A. K., Krishnamurthy, P., Sherly, E. & Mahesan, S. (eds.). Association for Computational Linguistics (ACL), p. 64-69 6 p. (DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop).

    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 Access
    3 Scopus citations
  • 2021

    Analysis of User Generated Content Based on a Recommender System and Augmented Reality

    González, F., Guzmán, G., Torres-Ruiz, M., Sidorov, G. & Mata-Rivera, F., 2021, Telematics and Computing - 10th International Congress, WITCOM 2021, Proceedings. Mata-Rivera, M. F. & Zagal-Flores, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-228 22 p. (Communications in Computer and Information Science; vol. 1430 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • UrduFake@FIRE2021: Shared Track on Fake News Identification in Urdu

    Amjad, M., Butt, S., Amjad, H. I., Zhila, A., Sidorov, G. & Gelbukh, A., 13 Dec 2021, FIRE 2021 - Proceedings of the 13th Annual Meeting of the Forum for Information Retrieval Evaluation. Ganguly, D., Gangopadhyay, S., Mitra, M., Majumder, P. & Majumder, P. (eds.). Association for Computing Machinery, p. 19-21 3 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • UrduThreat@ FIRE2021: Shared Track on Abusive Threat Identification in Urdu

    Amjad, M., Zhila, A., Sidorov, G., Labunets, A., Butt, S., Amjad, H. I., Vitman, O. & Gelbukh, A., 13 Dec 2021, FIRE 2021 - Proceedings of the 13th Annual Meeting of the Forum for Information Retrieval Evaluation. Ganguly, D., Gangopadhyay, S., Mitra, M., Majumder, P. & Majumder, P. (eds.). Association for Computing Machinery, p. 9-11 3 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations

  • Virality Prediction for News Tweets Using RoBERTa

    Maldonado-Sifuentes, C. E., Angel, J., Sidorov, G., Kolesnikova, O. & Gelbukh, A., 2021, Advances in Soft Computing - 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Proceedings. Batyrshin, I., Gelbukh, A. & Sidorov, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 81-95 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13068 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2020

    Analysis of COVID-19 Pandemic Using Artificial Intelligence

    Amjad, M., Chavez, Y. R., Nayab, Z., Zhila, A., Sidorov, G. & Gelbukh, A., 2020, Advances in Computational Intelligence - 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Proceedings. Martínez-Villaseñor, L., Ponce, H., Herrera-Alcántara, O. & Castro-Espinoza, F. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 65-73 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Bot-Human Twitter Messages Classification

    Martín-del-Campo-Rodríguez, C., Sidorov, G. & Batyrshin, I., 2020, Advances in Computational Intelligence - 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Proceedings. Martínez-Villaseñor, L., Ponce, H., Herrera-Alcántara, O. & Castro-Espinoza, F. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 74-80 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Data augmentation using machine translation for fake news detection in the Urdu language

    Amjad, M., Sidorov, G. & Zhila, A., 2020, LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings. Calzolari, N., Bechet, F., Blache, P., Choukri, K., Cieri, C., Declerck, T., Goggi, S., Isahara, H., Maegaard, B., Mariani, J., Mazo, H., Moreno, A., Odijk, J. & Piperidis, S. (eds.). European Language Resources Association (ELRA), p. 2537-2542 6 p. (LREC 2020 - 12th International Conference on Language Resources and Evaluation, Conference Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    58 Scopus citations

  • Individual vs. Group Violent Threats Classification in Online Discussions

    Ashraf, N., Mustafa, R., Sidorov, G. & Gelbukh, A., 20 Apr 2020, The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020. Association for Computing Machinery, p. 629-633 5 p. (The Web Conference 2020 - Companion of the World Wide Web Conference, WWW 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    25 Scopus citations

  • Mining Hidden Topics from Newspaper Quotations: The COVID-19 Pandemic

    Ta, T. H., Rahman, A. B. S., Sidorov, G. & Gelbukh, A., 2020, Advances in Computational Intelligence - 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Proceedings. Martínez-Villaseñor, L., Ponce, H., Herrera-Alcántara, O. & Castro-Espinoza, F. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 51-64 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Sentiment Detection in Economics Texts

    Ojo, O. E., Gelbukh, A., Calvo, H., Adebanji, O. O. & Sidorov, G., 2020, Advances in Computational Intelligence - 19th Mexican International Conference on Artificial Intelligence, MICAI 2020, Proceedings. Martínez-Villaseñor, L., Ponce, H., Herrera-Alcántara, O. & Castro-Espinoza, F. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 271-281 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12469 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • The IPN-CIC team system submission for the WMT 2020 similar language task

    Menéndez-Salazar, L. A., Sidorov, G. & Costa-Jussà, M. R., 2020, 5th Conference on Machine Translation, WMT 2020 - Proceedings. Barrault, L., Bojar, O., Bougares, F., Chatterjee, R., Costa-Jussa, M. R., Federmann, C., Fishel, M., Fraser, A., Graham, Y., Guzman, P., Haddow, B., Huck, M., Yepes, A. J., Koehn, P., Martins, A., Morishita, M., Monz, C., Nagata, M., Nakazawa, T. & Negri, M. (eds.). Association for Computational Linguistics (ACL), p. 409-413 5 p. (5th Conference on Machine Translation, WMT 2020 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu

    Amjad, M., Sidorov, G., Zhila, A., Gelbukh, A. & Rosso, P., 16 Dec 2020, FIRE 2020 - Proceedings of the 12th Annual Meeting of the Forum for Information Retrieval Evaluation. Majumder, P., Mitra, M., Gangopadhyay, S. & Mehta, P. (eds.). Association for Computing Machinery, p. 37-40 4 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    14 Scopus citations
  • 2019

    CIC at SemEval-2019 task 5: Simple yet very efficient approach to hate speech detection, aggressive behavior detection, and target classification in Twitter

    Ameer, I., Siddiqui, M. H. F., Sidorov, G. & Gelbukh, A., 2019, NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop. Association for Computational Linguistics (ACL), p. 382-386 5 p. (NAACL HLT 2019 - International Workshop on Semantic Evaluation, SemEval 2019, Proceedings of the 13th Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Scopus citations
  • 2018

    Enhancement of performance of document clustering in the authorship identification problem with a weighted cosine similarity

    Martín-del-Campo-Rodríguez, C., Sidorov, G. & Batyrshin, I., 2018, Advances in Computational Intelligence - 17th Mexican International Conference on Artificial Intelligence, MICAI 2018, Proceedings. Batyrshin, I., de Lourdes Martínez-Villaseñor, M. & Ponce Espinosa, H. E. (eds.). Springer Verlag, p. 49-56 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11289 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Hierarchical clustering analysis: The best-performing approach at PAN 2017 author clustering task

    Gómez-Adorno, H., Martín-Del-Campo-Rodríguez, C., Sidorov, G., Alemán, Y., Vilariño, D. & Pinto, D., 2018, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 9th International Conference of the CLEF Association, CLEF 2018, Proceedings. SanJuan, E., Murtagh, F., Nie, J. Y., Soulier, L., Cappellato, L., Bellot, P., Mothe, J., Trabelsi, C. & Ferro, N. (eds.). Springer Verlag, p. 216-223 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11018 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • Improving cross-topic authorship attribution: The role of pre-processing

    Markov, I., Stamatatos, E. & Sidorov, G., 2018, Computational Linguistics and Intelligent Text Processing - 18th International Conference, CICLing 2017, Revised Selected Papers. Gelbukh, A. (ed.). Springer Verlag, p. 289-302 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10762 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    15 Scopus citations

  • The Role of Emotions in Native Language Identification

    Markov, I., Nastase, V., Strapparava, C. & Sidorov, G., 2018, WASSA 2018 - 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 123-129 7 p. (WASSA 2018 - 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations
  • 2017

    Author profiling with doc2vec neural network-based document embeddings

    Markov, I., Gómez-Adorno, H., Posadas-Durán, J. P., Sidorov, G. & Gelbukh, A., 2017, Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings. Pichardo-Lagunas, O. & Miranda-Jimenez, S. (eds.). Springer Verlag, p. 117-131 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10062 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    34 Scopus citations

  • Cic-fbk approach to native language identification

    Markov, I., Chen, L., Strapparava, C. & Sidorov, G., 2017, EMNLP 2017 - 12th Workshop on Innovative Use of NLP for Building Educational Applications, BEA 2017 - Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 374-381 8 p. (EMNLP 2017 - 12th Workshop on Innovative Use of NLP for Building Educational Applications, BEA 2017 - Proceedings of the Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations

  • Comparison of character n-grams and lexical features on author, gender, and language variety identification on the same Spanish news corpus

    Sanchez-Perez, M. A., Markov, I., Gómez-Adorno, H. & Sidorov, G., 2017, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 8th International Conference of the CLEF Association, CLEF 2017, Proceedings. Goeuriot, L., Gonzalo, J., Jones, G. J. F., Kelly, L., Mandl, T., Cappellato, L., Ferro, N. & Lawless, S. (eds.). Springer Verlag, p. 145-151 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10456 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations

  • Discriminating between similar languages using a combination of typed and untyped character n-grams and words

    Gómez-Adorno, H., Markov, I., Baptista, J., Sidorov, G. & Pinto, D., 2017, VarDial 2017 - 4th Workshop on NLP for Similar Languages, Varieties and Dialects, Proceedings. Association for Computational Linguistics (ACL), p. 137-145 9 p. (VarDial 2017 - 4th Workshop on NLP for Similar Languages, Varieties and Dialects, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Relevance of named entities in authorship attribution

    Ríos-Toledo, G., Sidorov, G., Castro-Sánchez, N. A., Nava-Zea, A. & Chanona-Hernández, L., 2017, Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings. Herrera-Alcantara, O. & Sidorov, G. (eds.). Springer Verlag, p. 3-15 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10061 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Toward optimal pedagogical action patterns by means of Partially Observable Markov Decision Process

    Mejía-Lavalle, M., Victorio, H., Martínez, A., Sidorov, G., Sucar, E. & Pichardo-Lagunas, O., 2017, Advances in Soft Computing - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Proceedings. Pichardo-Lagunas, O. & Miranda-Jimenez, S. (eds.). Springer Verlag, p. 473-480 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10062 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2016

    CICBUAPnlp at SemEval-2016 task 4-a: Discovering Twitter Polarity using enhanced embeddings

    Gómez-Adorno, H., Sidorov, G., Vilariño, D. & Pinto, D., 2016, SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings. Association for Computational Linguistics (ACL), p. 145-148 4 p. (SemEval 2016 - 10th International Workshop on Semantic Evaluation, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Searching for cerebrovascular disease optimal treatment recommendations applying markovian processes

    Victorio-Meza, H., Mejia-Lavalle, M., Rebollar, A. M., Ortega, J. P., Lagunas, O. P. & Sidorov, G., 22 Dec 2016, Proceedings - 2016 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2016. Institute of Electrical and Electronics Engineers Inc., p. 48-52 5 p. 7796030. (Proceedings - 2016 International Conference on Mechatronics, Electronics, and Automotive Engineering, ICMEAE 2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2015

    Adaptive algorithm for plagiarism detection: The best-performing approach at PAN 2014 text alignment competition

    Sanchez-Perez, M. A., Gelbukh, A. & Sidorov, G., 2015, Experimental IR Meets Multilinguality, Multimodality, and Interaction - 6th International Conference of the CLEF Association, CLEF 2015, Proceedings. Juan, E. S., Savoy, J., Mothe, J., Kamps, J., Jones, G. J. F., Ferro, N., Pinel-Sauvagnat, K. & Cappellato, L. (eds.). Springer Verlag, p. 402-413 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9283).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations

  • Advances in Artificial Intelligence and Soft Computing: 14th Mexican International Conference on Artificial Intelligence, MICAI 2015 Cuernavaca, Morelos, Mexico, October 25–31, 2015 Proceedings, Part I

    Sidorov, G. & Galicia-Haro, S. N., 2015, Advances in Artificial Intelligence and Soft Computing - 14th Mexican International Conference on Artificial Intelligence, MICAI 2015, Proceedings. Sidorov, G. & Galicia-Haro, S. N. (eds.). Springer Verlag, (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9413).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • CICBUAPnlp: Graph-Based Approach for Answer Selection in Community Question Answering Task

    Gómez-Adorno, H., Sidorov, G., Vilariño, D. & Pinto, D., 2015, SemEval 2015 - 9th International Workshop on Semantic Evaluation, co-located with the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2015 - Proceedings. Nakov, P., Zesch, T., Cer, D. & Jurgens, D. (eds.). Association for Computational Linguistics (ACL), p. 18-22 5 p. (SemEval 2015 - 9th International Workshop on Semantic Evaluation, co-located with the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, NAACL-HLT 2015 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Computing text similarity using Tree Edit Distance

    Sidorov, G., Gomez-Adorno, H., Markov, I., Pinto, D. & Loya, N., 29 Sep 2015, 2015 Annual Meeting of the North American Fuzzy Information Processing Society, NAFIPS 2015. Institute of Electrical and Electronics Engineers Inc., 7284129. (Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS; vol. 2015-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    25 Scopus citations

  • Using soft similarity in multi-label classification for reuters-21578 corpus

    Trejo, V. C., Sidorov, G., Ibarra, M. M., Jiménez, S. M. & Martínez, R. C., 25 Aug 2015, Proceedings of Special Session 2014 13th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence, MICAI 2014. Gelbukh, A., Galicia-Haro, S. N. & Castro Espinoza, F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 3-8 6 p. 7222835. (Proceedings of Special Session 2014 13th Mexican International Conference on Artificial Intelligence: Advances in Artificial Intelligence, MICAI 2014).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2013

    Empirical study of machine learning based approach for opinion mining in tweets

    Sidorov, G., Miranda-Jiménez, S., Viveros-Jiménez, F., Gelbukh, A., Castro-Sánchez, N., Velásquez, F., Díaz-Rangel, I., Suárez-Guerra, S., Treviño, A. & Gordon, J., 2013, Advances in Artificial Intelligence - 11th Mexican International Conference on Artificial Intelligence, MICAI 2012, Revised Selected Papers. PART 1 ed. p. 1-14 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7629 LNAI, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    92 Scopus citations

  • Rule-based system for automatic grammar correction using syntactic n-grams for english Language Learning (L2)

    Sidorov, G., Gupta, A., Tozer, M., Catala, D., Catena, A. & Fuentes, S., 2013, CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task. Association for Computational Linguistics (ACL), p. 96-101 6 p. (CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    16 Scopus citations

  • Rule-based system for automatic grammar correction using syntactic n-grams for english Language Learning (L2)

    Sidorov, G., Gupta, A., Tozer, M., Catala, D., Catena, A. & Fuentes, S., 1 Jan 2013, CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task. Association for Computational Linguistics (ACL), p. 96-101 6 p. (CoNLL 2013 - 17th Conference on Computational Natural Language Learning, Proceedings of the Shared Task).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Simple window selection strategies for the simplified lesk algorithm for word sense disambiguation

    Viveros-Jiménez, F., Gelbukh, A. & Sidorov, G., 2013, Advances in Artificial Intelligence and Its Applications - 12th Mexican International Conference on Artificial Intelligence, MICAI 2013, Proceedings. PART 1 ed. p. 217-227 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8265 LNAI, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • Summarizing conceptual graphs for automatic summarization task

    Miranda-Jiménez, S., Gelbukh, A. & Sidorov, G., 2013, Parameterized and Exact Computation - 7th International Symposium, IPEC 2012, Proceedings. p. 245-253 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7735 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Scopus citations

  • Syntactic dependency-based n-grams: More evidence of usefulness in classification

    Sidorov, G., Velasquez, F., Stamatatos, E., Gelbukh, A. & Chanona-Hernández, L., 2013, Computational Linguistics and Intelligent Text Processing - 14th International Conference, CICLing 2013, Proceedings. PART 1 ed. p. 13-24 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7816 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    22 Scopus citations

  • Syntactic dependency-based n-grams as classification features

    Sidorov, G., Velasquez, F., Stamatatos, E., Gelbukh, A. & Chanona-Hernández, L., 2013, Advances in Artificial Intelligence - 11th Mexican International Conference on Artificial Intelligence, MICAI 2012, Revised Selected Papers. PART 2 ed. p. 1-11 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7630 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    69 Scopus citations
  • 2011

    Automatic acquisition of synonyms of verbs from an explanatory dictionary using hyponym and hyperonym relations

    Castro-Sánchez, N. A. & Sidorov, G., 2011, Pattern Recognition - Third Mexican Conference, MCPR 2011, Proceedings. p. 322-331 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6718 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • Heuristic algorithm for extraction of facts using relational model and syntactic data

    Sidorov, G., Herrera-de-la-Cruz, J. A., Galicia-Haro, S. N., Posadas-Durán, J. P. & Chanona-Hernandez, L., 2011, Advances in Artificial Intelligence - 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Proceedings. PART 1 ed. p. 328-337 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7094 LNAI, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2010

    Analysis of definitions of verbs in an explanatory dictionary for automatic extraction of actants based on detection of patterns

    Castro-Sánchez, N. A. & Sidorov, G., 2010, Natural Language Processing and Information Systems - 15th International Conference on Applications of Natural Language to Information Systems, NLDB 2010, Proceedings. p. 233-239 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6177 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    11 Scopus citations

  • Automatic term extraction using log-likelihood based comparison with general reference corpus

    Gelbukh, A., Sidorov, G., Lavin-Villa, E. & Chanona-Hernandez, L., 2010, Natural Language Processing and Information Systems - 15th International Conference on Applications of Natural Language to Information Systems, NLDB 2010, Proceedings. p. 248-255 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6177 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    37 Scopus citations

  • English-Spanish large statistical dictionary of inflectional forms

    Sidorov, G., Barrón-Cedeño, A. & Rosso, P., 2010, Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010. Tapias, D., Russo, I., Hamon, O., Piperidis, S., Calzolari, N., Choukri, K., Mariani, J., Mazo, H., Maegaard, B., Odijk, J. & Rosner, M. (eds.). European Language Resources Association (ELRA), p. 277-281 5 p. (Proceedings of the 7th International Conference on Language Resources and Evaluation, LREC 2010).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations