H. Gómez, R. Fuentes, I. Markov, G. Sidorov, A. Gelbukh. A Convolutional Neural Network Approach for Gender and Language Variety Identification. Journal of Intelligent & Fuzzy Systems, vol. 36, no. 5, pp. 4845–4855, 2019.
G. Sidorov, I. Markov, O. Kolesnikova, L. Chanona. Human Interaction with Shopping Assistant Robot in Natural Language. Journal of Intelligent & Fuzzy Systems, vol. 36, no. 5, pp. 4889–4899, 2019.
I. Markov, J. Baptista, O. Pichardo. Authorship Attribution in Portuguese Using Character N-grams. Acta Polytechnica Hungarica, vol. 14, no. 3, pp. 59–78, 2017.
G. Sidorov, M. Ibarra, I. Markov, R. Guzman, L. Chanona, F. Velásquez. Measuring Similarity Between Karel Programs Using Character and Word N-grams. Programming and Computer Software, vol. 43, no. 1, pp. 47–50, 2017.
H. Gómez, I. Markov, G. Sidorov, J.-P. Posadas, M. Sanchez, L. Chanona. Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts. Computational Intelligence and Neuroscience, vol. 2016, 13 pages, 2016.
G. Sidorov, M. Ibarra, I. Markov, R. Guzman, L. Chanona, F. Velásquez. Automatic Detection of Similarity of Programs in Karel Programming Language based on Natural Language Processing Techniques. Computación y Sistemas, vol. 20, no. 2, pp. 279–288, 2016.
H. Gómez, I. Markov, G. Sidorov, J.-P. Posadas, C. Fócil. Compiling a Lexicon of Social Media for the Author Profiling Task. Research in Computing Science, vol. 115, pp. 19–27, 2016.
I. Markov, N. Mamede, J. Baptista. A Rule-Based Meronymy Extraction Module for Portuguese. Computación y Sistemas, vol. 19, no. 4, pp. 661–683, 2015.
I. Markov, V. Nastase, C. Strapparava. Anglicized Words and Misspelled Cognates in Native Language Identification. In: 14th Workshop on Innovative Use of NLP for Building Educational Applications (BEA14 2019), Florence, Italy. ACL, pp. 275–284, August 2, 2019.
I. Markov, E. De la Clergerie. INRIA at SemEval-2019 Task 9: Suggestion Mining Using SVM with Handcrafted Features. In: 13th International Workshop on Semantic Evaluation (SemEval-2019), Minneapolis, Minnesota, USA. ACL, pp. 1204–1207, June 6–7, 2019.
I. Markov, G Sidorov. CIC-IPN@INLI2018: Indian Native Language Identification. In: Working Notes of FIRE 2018 – 10th International Forum for Information Retrieval Evaluation, Gandhinagar, India. CEUR-WS.org, vol. 2266, pp. 82–88, December 06–09, 2018.
I. Markov, V. Nastase, C. Strapparava, G. Sidorov. The Role of Emotions in Native Language Identification. In: 9th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis (WASSA 2018), Brussels, Belgium. ACL, pp. 123–129, October 31, 2018.
I. Markov, H. Gómez, M. Jasso-Rosales, G. Sidorov. CIC-GIL Approach to Author Profiling in Spanish Tweets: Location and Occupation. In: Third Workshop on Evaluation of Human Language Technologies for Iberian Languages (IberEval 2018), Seville, Spain. CEUR-WS.org, vol. 2150, pp. 97–101, September 18, 2018.
I. Markov, V. Nastase, C. Strapparava. Punctuation as Native Language Interference. In: 27th International Conference on Computational Linguistics (COLING 2018), Santa Fe, New Mexico, USA. The COLING 2018 Organizing Committee, pp. 3456–3466, August 20–26, 2018.
I. Markov, H. Gómez, G. Sidorov, A. Gelbukh. The Winning Approach to Cross-Genre Gender Identification in Russian at RUSProfiling 2017. In: Working Notes of FIRE 2017 – 9th International Forum for Information Retrieval Evaluation, Bangalore, India. CEUR-WS.org, vol. 2036, pp. 20–24, December 08-10, 2017.
I. Markov, L. Chen, C. Strapparava, G. Sidorov. CIC-FBK Approach to Native Language Identification. In: 12th Workshop on Innovative Use of NLP for Building Educational Applications (BEA12 2017), Copenhagen, Denmark. ACL, pp. 374–381, September 8, 2017.
M. Sanchez, I. Markov, H. Gómez, G. Sidorov. Comparison of Character n-grams and Lexical Features on Author, Gender, and Language Variety Identification on the Same Spanish News Corpus. In: Experimental IR Meets Multilinguality, Multimodality, and Interaction – 8th International Conference of the CLEF Association (CLEF 2017), Dublin, Ireland. LNCS, Springer, vol. 10456, pp. 145–151, September 11–14, 2017.
I. Markov, H. Gómez, G. Sidorov. Language- and Subtask-Dependent Feature Selection and Classifier Parameter Tuning for Author Profiling. In: Working Notes of CLEF 2017 – Conference and Labs of the Evaluation Forum, Dublin, Ireland. CEUR, vol. 1866, September 11–14, 2017.
I. Markov, E. Stamatatos, G. Sidorov. Improving Cross-Topic Authorship Attribution: The Role of Pre-Processing. In: 18th International Conference on Computational Linguistics and Intelligent Text Processing (CICLing 2017), Budapest, Hungary. Springer, April 17–23, 2017, in press.
H. Gómez, I. Markov, J. Baptista, G. Sidorov, D. Pinto. Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words. In: 4th Workshop on NLP for Similar Languages, Varieties and Dialects (VarDial 2017), Valencia, Spain. ACL, pp. 137–145, April 3, 2017.
I. Markov, H. Gómez, J.-P. Posadas, G. Sidorov, A. Gelbukh. Author Profiling with Doc2vec Neural Network-Based Document Embeddings. In: 15th Mexican International Conference on Artificial Intelligence (MICAI 2016), Cancún, Mexico. Part II, LNAI, Springer, vol. 10062, pp. 117–131, October 23–29, 2017.
I. Markov, H. Gómez, G. Sidorov, A. Gelbukh. Adapting Cross-Genre Author Profiling to Language and Corpus. In: Working Notes of CLEF 2016 – Conference and Labs of the Evaluation Forum, Évora, Portugal. CEUR, vol. 1609, pp. 947–955, September 5–8, 2016.
G. Sidorov, H. Gómez, I. Markov, D. Pinto, N. Loya. Computing Text Similarity using Tree Edit Distance. In: Annual Conference of the North American Fuzzy Information Processing Society (NAFIPS), joint with 2015 5th World Conference on Soft Computing (WConSC), Redmond, WA, USA. IEEE, pp. 1–4, August 17–19, 2015.
H. Gómez, G. Sidorov, D. Pinto, I. Markov. A Graph Based Authorship Identification Approach. In: Working Notes of CLEF 2015 – Conference and Labs of the Evaluation Forum, Toulouse, France. CEUR, vol. 1391, September 8–11, 2015.
J.-P. Posadas, I. Markov, H. Gómez, G. Sidorov, I. Batyrshin, A. Gelbukh, O. Pichardo. Syntactic N-grams as Features for the Author Profiling Task. In: Working Notes of CLEF 2015 – Conference and Labs of the Evaluation Forum, Toulouse, France. CEUR, vol. 1391, September 8–11, 2015.
I. Markov, N. Mamede, J. Baptista. Whole-Part Relations Rule-Based Automatic Identification: Issues from Fine-Grained Error Analysis. In: 13th Mexican International Conference on Artificial Intelligence (MICAI 2014), Tuxtla Gutiérrez, Mexico. Springer, vol. 8856, pp. 37–50, November 16–22, 2014.
I. Markov, N. Mamede, J. Baptista. Automatic Identification of Whole-Part Relations in Portuguese. In: 3rd Symposium on Languages, Applications and Technologies (SLATE 2014), Bragança, Portugal. Dagstuhl Publishing, vol. 38, pp. 225–232, June 19–20, 2014.
J. Baptista, N. Mamede, I. Markov. Integrating Verbal Idioms into an NLP System. In: 11th International Conference on the Computational Processing of the Portuguese Language (PROPOR 2014), São Carlos, SP, Brazil. Springer, vol. 8775, pp. 250–255, October 6–9, 2014.
I. Markov, N. Mamede, J. Baptista. Body-Part Nouns and Whole-Part Relations. In: 11th International Conference on the Computational Processing of the Portuguese Language (PROPOR 2014), São Carlos, SP, Brazil. Springer, vol. 8775, pp. 125–136, October 6–9, 2014.
J. Baptista, N. Mamede, I. Markov. Integrating a Lexicon-Grammar of Verbal Idioms in a Portuguese NLP System. In: 2nd PARSEME General Meeting, Athens, Greece, March 10–11, 2014.