HELENA MONTSERRAT GOMEZ ADORNO



DATOS GENERALES
Nombre completo   HELENA MONTSERRAT GOMEZ ADORNO
Máximo nivel de estudios   DOCTORADO
Antigüedad académica en la UNAM   6 años
NOMBRAMIENTOS
Vigente   INVESTIGADOR TITULAR A TC Definitivo
Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas
Desde 16-07-2023
INVESTIGADOR TITULAR A TC No Definitivo
Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas
Desde 01-09-2022 hasta 15-07-2023
INVESTIGADOR ASOCIADO C TC No Definitivo
Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas
Desde 01-03-2020 hasta 31-08-2022
INVESTIGADOR ASOCIADO C TC No Definitivo
Dirección General de Asuntos del Personal Académico
Desde 16-01-2019 hasta 28-02-2020
ESTIMULOS, PROGRAMAS, PREMIOS Y RECONOCIMIENTOS
* SNI I2019 - VIGENTE
* PRIDE C2024
* EQUIVALENCIA PRIDE B2019 - 2023

INFORMACIÓN DE PUBLICACIONES
Firmas  
Adorno H.G. Gómez-Adorno H. Gómez Adorno H. Gomez Adorno, Helena Gómez H. Gomez-Adorn, Helena
Gómez-Adorno H. Gomez-Adorno, H Gomez-Adorno, Helena
ID's SCOPUS  
55641734200
Áreas de conocimiento  
Computer science, artificial intelligence Computer science, software engineering Computer science, theory & methods Computer science, theory and methods Engineering, electrical and electronic
Engineering, multidisciplinary Health care sciences and services Instruments and instrumentation Mathematical and computational biology Mathematics
Communication Computer networks and communications Computer science (miscellaneous) Computer science applications Computer vision and pattern recognition
Ecology, evolution, behavior and systematics Electrical and Electronic Engineering Engineering (miscellaneous) Hardware and architecture Information systems
Language and linguistics Leadership and management Library and information sciences Linguistics and language Multidisciplinary
Signal Processing Software
Coautorías con entidades de la UNAM  
  • Consejo Técnico y Coordinación de la Investigación Científica
  • Instituto de Investigaciones en Matemáticas Aplicadas y en Sistemas
  • Instituto de Ingeniería
  • Facultad de Ciencias
  • Facultad de Psicología
  • Escuela Nacional de Trabajo Social
  • Dirección General de Asuntos del Personal Académico
Revistas en las que ha publicado  (29):
  1. ACTA POLYTECH HUNG, Hungria (2017)
  2. APPLIED SCIENCES-BASEL, Suiza (2021, 2022)
  3. CEUR Workshop Proceedings, Estados Unidos America (2013, 2014, 2015, 2016, 2017, 2019, 2020, 2021, 2022, 2023, 2024)
  4. COMPUTACION Y SISTEMAS, México (2014, 2018, 2020, 2023)
  5. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, Estados Unidos America (2016)
  6. Computing, Austria (2018)
  7. Genomics and Informatics, (2025)
  8. Healthcare, Suiza (2021)
  9. IEEE ACCESS, Estados Unidos America (2022)
  10. INFORMATICS-BASEL, Suiza (2024)
  11. INFORMATION AND SOFTWARE TECHNOLOGY, Países Bajos (2021)
  12. International Journal of Combinatorial Optimization Problems and Informatics, México (2024)
  13. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, Singapur (2018)
  14. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, Países Bajos (2019, 2020, 2022)
  15. Journal Of Scientometric Research, India (2025)
  16. JOURNAL OF SYSTEMS AND SOFTWARE, Estados Unidos America (2020)
  17. Lecture Notes in Computer Science, Suiza (2012, 2014, 2017, 2020, 2021, 2022, 2024)
  18. LINGUAMATICA, Portugal (2020)
  19. Mathematics, Suiza (2022)
  20. PATTERN RECOGNITION LETTERS, Países Bajos (2014)
  21. Proceedings Of Electronic Lexicography In The 21st Century Conference, (2019)
  22. Proceedings Of The Annual Meeting Of The Association For Computational Linguistics, (2023)
  23. PROCESAMIENTO DEL LENGUAJE NATURAL, España (2021, 2022, 2023, 2024)
  24. SEMANTIC WEB, Países Bajos (2019)
  25. SENSORS, Suiza (2016)
  26. SIGNAL PROCESSING-IMAGE COMMUNICATION, Países Bajos (2023)
  27. SOFT COMPUTING, Estados Unidos America (2017)
  28. SoftwareX, Países Bajos (2024)
  29. Studies in Fuzziness and Soft Computing, Alemania (2023)


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Documentos indexados (WoS y Scopus)

# Título del documento Autores Año Revista Fuente Citas WoS Citas Scopus
1Predicting Collaborations among Research Scientists: A Datathon Experience2ᵒ autor: Gomez-Adorno H., Angeles M.D.P., Hernandez-Guevara S.D., Corza-Vargas V.M.2025Journal Of Scientometric ResearchWoS-id: 001462795400022
Scopus-id: 2-s2.0-105001977623
00
2Comparative analysis of generative LLMs for labeling entities in clinical notes2ᵒ autor: Gómez-Adorno H., del Moral-González R., Ramos-Flores O.2025Genomics and InformaticsScopus-id: 2-s2.0-85218258437
00
3Machine Learning and Deep Learning Sentiment Analysis Models: Case Study on the SENT-COVID Corpus of Tweets in Mexican Spanish1ᵉʳ autor: Gomez-Adorno, H, Bel-Enguix, G, Sierra, G, Barajas, JC, et al.2024INFORMATICS-BASELWoS-id: 001256244500001
Scopus-id: 2-s2.0-85196891584
01
4Statistical Evaluation of Categorical Encoders for Pattern Preservation in Machine Learning TasksCoautor y autor de correspondencia: Gomez-Adorno, H, Valdez-Valenzuela, E, Kuri-Morales, A2024International Journal of Combinatorial Optimization Problems and InformaticsWoS-id: 001270274500011
00
5Statistical Evaluation of CESAMO Encoder for Pattern Preservation in Categorical DataCoautor y autor de correspondencia: Gomez-Adorno H., Valdez-Valenzuela E., Kuri-Morales A.2024Lecture Notes in Computer ScienceWoS-id: 001282084500005
Scopus-id: 2-s2.0-85198034921
00
6Spectrep: A software for spectral representation of text contentCoautor: Gomez-Adorno H., Crespo-Sanchez M., Lopez-Arevalo I., Aldana-Bobadilla E., et al.2024SoftwareXWoS-id: 001301123700001
Scopus-id: 2-s2.0-85201659710
00
7Overview of HOMO-MEX at IberLEF 2024: HateSpeech Detection Towards the Mexican Spanishspeaking LGBT+ Population1ᵉʳ autor: Gómez-Adorno, H, Bel-Enguix, G, Calvo, H, Ojeda-Trueba, S, et al.2024PROCESAMIENTO DEL LENGUAJE NATURALWoS-id: 001334729200027
Scopus-id: 2-s2.0-85206842225
29
8text2graphAPI: A library to transform text documents into different graph representations2ᵒ autor y autor de correspondencia: Gómez-Adorno H., Valdez-Valenzuela A.2024SoftwareXWoS-id: 001353683900001
Scopus-id: 2-s2.0-85208173207
01
9Team qIIMAS on Task 2 - ClusteringCoautor: Gómez-Adorno H., Alvarez-Giron W., Téllez-Torres J., Tovar-Cortes J.2024CEUR Workshop ProceedingsScopus-id: 2-s2.0-85201582957
00
10JK_PCIC_UNAM at CheckThat! 2024: Analysis of Subjectivity in News Sentences Using Transformers-Based ModelsCoautor: Gómez-Adorno H., Salas-Jimenez K., Díaz I., Bel-Enguix G., et al.2024CEUR Workshop ProceedingsScopus-id: 2-s2.0-85201588245
00
11Team iimasnlp at PAN: Leveraging Graph Neural Networks and Large Language Models for Generative AI Authorship Verification2ᵒ autor y autor de correspondencia: Gómez-Adorno H., Valdez-Valenzuela A.2024CEUR Workshop ProceedingsScopus-id: 2-s2.0-85201621906
01
12IIMASnlp at GenoVarDis Task: Exploring Zero-shot and CRF Approaches to NER Task in Genomic Variants and Related Diseases2ᵒ autor: Gómez-Adorno H., Ramos-Flores O., Galán-Vásquez E.2024CEUR Workshop ProceedingsScopus-id: 2-s2.0-85204344988
00
13The iimasNLP team at IberAuTexTification 2024: Integrating Graph Neural Networks, Multilingual LLMs, and Stylometry for Automatic Text IdentificationCoautor: Goméz-Adorno H., Valdez-Valenzuela A., Zavala-Reyes R.L., Morales-Murillo V.G.2024CEUR Workshop ProceedingsScopus-id: 2-s2.0-85204358884
00
14PREFACECoautor: Gómez Adorno H., Gil-Costa V., Cecchini R., Cecchi L.A., et al.2024CEUR Workshop ProceedingsScopus-id: 2-s2.0-85214245613
00
15Overview of HOMO-MEX at Iberlef 2023: Hate speech detection in Online Messages directed Towards the MEXican Spanish speaking LGBTQ+ population2ᵒ autor: Gómez-Adorno H., Bel-Enguix G., Sierra G., Vásquez J., et al.2023PROCESAMIENTO DEL LENGUAJE NATURALWoS-id: 001110927800028
Scopus-id: 2-s2.0-85175096059
221
16LexAN: Lexical Association NetworksCoautor: Gómez-Adorno H., Reyes-Magana J., Sierra G., Bel-Enguix G.2023COMPUTACION Y SISTEMASWoS-id: 001135440800026
Scopus-id: 2-s2.0-85184011788
11
17RGB pixel n-grams: A texture descriptorCoautor: Gómez-Adorno H., Paiva Pavón F.B., Orué Gil M.C., Vázquez Noguera J.L., et al.2023SIGNAL PROCESSING-IMAGE COMMUNICATIONWoS-id: 001144660400001
Scopus-id: 2-s2.0-85166301470
00
18Job Offers Classifier Using Neural Networks and Oversampling MethodsCoautor: Gómez-Adorno H., Ortiz G., Enguix G.B., Ameer I., et al.2023Studies in Fuzziness and Soft ComputingScopus-id: 2-s2.0-85162229005
01
19HOMO-MEX: A Mexican Spanish Annotated Corpus for LGBT+phobia Detection on TwitterCoautor: Gómez-Adorno H., Vásquez J., Andersen S.T., Bel-Enguix G., et al.2023Proceedings Of The Annual Meeting Of The Association For Computational LinguisticsScopus-id: 2-s2.0-85174545559
011
20Exploring Text Representations for Detecting Automatically Generated Text2ᵒ autor: Gómez-Adorno H., Villegas-Trejo Z., Ojeda-Trueba S.-L.2023CEUR Workshop ProceedingsScopus-id: 2-s2.0-85175298558
00
21LKE-IIMAS team at Rest-Mex 2023: Sentiment Analysis on Mexican Tourism Reviews using Transformer-Based Domain Adaptation2ᵒ autor: Gómez-Adorno H., Morales-Murillo V.G., Pinto D., Cortés-Miranda I.A., et al.2023CEUR Workshop ProceedingsScopus-id: 2-s2.0-85175333990
00
22IimasGIL_NLP@EXIST2023: Unveiling Sexism on Twitter with Fine-tuned Transformers2ᵒ autor: Gómez-Adorno H., Sanchez-Urbina A., Bel-Enguix G., Rodríguez-Figueroa V., et al.2023CEUR Workshop ProceedingsScopus-id: 2-s2.0-85175633308
01
23Heterogeneous-Graph Convolutional Network for Authorship VerificationCoautor y autor de correspondencia: Gómez-Adorno H., Valdez-Valenzuela A., Martinez-Galicia J.A.2023CEUR Workshop ProceedingsScopus-id: 2-s2.0-85175635128
00
24Authorship Verification Machine Learning Methods For Style Change Detection In TextsCoautor: Gómez-Adorno H., Jacobo G.X., Dehesa-Corona V., Rojas-Reyes A.D.2023CEUR Workshop ProceedingsScopus-id: 2-s2.0-85175650685
02
25Graph-Based Siamese Network for Authorship Verification2ᵒ autor: Gomez-Adorno, Helena, Embarcadero-Ruiz, Daniel, Embarcadero-Ruiz, Alberto, Sierra, Gerardo2022MathematicsWoS-id: 000746517500001
Scopus-id: 2-s2.0-85123023807
57
26Multi-Label Emotion Classification on Code-Mixed Text: Data and MethodsCoautor: Gomez-Adorno, Helena, Ameer, Iqra, Sidorov, Grigori, Nawab, Rao Muhammad Adeel2022IEEE ACCESSWoS-id: 000747194700001
Scopus-id: 2-s2.0-85123291375
1844
27Creating a corpus of historical documents for emotions identificationCoautor: Gomez-Adorno, Helena, Vazquez-Gonzalez, Stephanie, Somodevilla-Garcia, Maria, Loreto Lopez, Rosalva2022JOURNAL OF INTELLIGENT & FUZZY SYSTEMSWoS-id: 000777901700045
Scopus-id: 2-s2.0-85128239185
10
28Sentence-CROBI: A Simple Cross-Bi-Encoder-Based Neural Network Architecture for Paraphrase IdentificationCoautor y autor de correspondencia: Gómez-Adorno H., Ortiz-Barajas J.-G., Bel-Enguix G.2022MathematicsWoS-id: 000866968600001
Scopus-id: 2-s2.0-85139909159
15
29Automatic Fact Checking Using an Interpretable Bert-Based Architecture on COVID-19 Claims2ᵒ autor: Gómez-Adorno H., Casillas R., Lomas-Barrie V., Ramos-Flores O.2022APPLIED SCIENCES-BASELWoS-id: 000872234900001
Scopus-id: 2-s2.0-85140442598
14
30Overview of PAR-MEX at Iberlef 2022: Paraphrase Detection in Spanish Shared TaskCoautor: Gomez-Adorno, Helena, Bel-Enguix, Gemma, Sierra, Gerardo, Torres-Moreno, Juan-Manuel, et al.2022PROCESAMIENTO DEL LENGUAJE NATURALWoS-id: 000898606900023
Scopus-id: 2-s2.0-85137372296
18
31CESAMMO: Categorical Encoding by Statistical Applied Multivariable ModelingCoautor y autor de correspondencia: Gomez-Adorno H., Valdez-Valenzuela E., Kuri-Morales A.2022Lecture Notes in Computer ScienceWoS-id: 001445577900014
Scopus-id: 2-s2.0-85142635047
01
32A case study in authorship attribution: The MondrigoCoautor: Gómez-Adorno H., Sierra G., Hernández-García T., Bel-Enguix G.2022JOURNAL OF INTELLIGENT & FUZZY SYSTEMSScopus-id: 2-s2.0-85128182664
01
33A Content Spectral-Based Analysis for Authorship Verification2ᵒ autor: Gómez-Adorno H., Crespo-Sanchez M., Lopez-Arevalo I., Aldana-Bobadilla E., et al.2022CEUR Workshop ProceedingsScopus-id: 2-s2.0-85136913653
02
34HBDCI at CheckThat! 2022: Fake News Detection Using a Combination of stylometric Features and Deep LearningCoautor: Gómez-Adorno H., Porto-Capetillo C., Lecuona-Gómez D., Arroyo-Fernández I., et al.2022CEUR Workshop ProceedingsScopus-id: 2-s2.0-85136956327
00
35Graph-Based Siamese Network for Authorship VerificationCoautor: Gómez-Adorno H., Martinez-Galicia J.A., Embarcadero-Ruiz D., Ríos-Orduña A.2022CEUR Workshop ProceedingsScopus-id: 2-s2.0-85136978245
01
36Clinical Named Entity Recognition and Linking using BERT in Combination with Spanish Medical EmbeddingsCoautor: Gómez-Adorno H., Reyes-Aguillón J., del Moral R., Ramos-Flores O., et al.2022CEUR Workshop ProceedingsScopus-id: 2-s2.0-85136978959
02
37Species Mention Entity Recognition, Linking and Classification Using RoBERTa in Combination with Spanish Medical EmbeddingsCoautor: Gómez-Adorno H., del Moral R., Reyes-Aguillón J., Ramos-Flores O., et al.2022CEUR Workshop ProceedingsScopus-id: 2-s2.0-85137324455
01
38Negation Detection on Mexican Spanish Tweets: The T-MexNeg Corpus2ᵒ autor: Gomez-Adorno, Helena, Bel-Enguix, Gemma, Pimentel, Alejandro, Ojeda-Trueba, Sergio-Luis, et al.2021APPLIED SCIENCES-BASELWoS-id: 000649873600001
Scopus-id: 2-s2.0-85105406474
67
39Exploring the communication functions of comments during bug fixing in Open Source Software projectsCoautor: Gomez-Adorno, Helena, Ramirez-Mora, Sandra L., Oktaba, Hanna, Sierra, Gerardo2021INFORMATION AND SOFTWARE TECHNOLOGYWoS-id: 000655363900012
Scopus-id: 2-s2.0-85103761210
45
40Conversational System as Assistant Tool in Reminiscence Therapy for People with Early-Stage of Alzheimer's2ᵒ autor: Gomez-Adorno, Helena, Morales-de-Jesus, Victor, Somodevilla-Garcia, Maria, Vilarino, Darnes2021HealthcareWoS-id: 000689273300001
Scopus-id: 2-s2.0-85113362391
47
41Overview of FakeDeS at IberLEF 2021: Fake News Detection in Spanish Shared Task1ᵉʳ autor: Gomez-Adorno, Helena, Pablo Posadas-Duran, Juan, Bel Enguix, Gemma, Porto Capetillo, Claudia2021PROCESAMIENTO DEL LENGUAJE NATURALWoS-id: 000728194900018
Scopus-id: 2-s2.0-85115287696
823
42Measuring the Effect of Categorical Encoders in Machine Learning Tasks Using Synthetic DataCoautor y autor de correspondencia: Gomez-Adorno, Helena, Valdez-Valenzuela, Eric, Kuri-Morales, Angel2021Lecture Notes in Computer ScienceWoS-id: 000769651000007
Scopus-id: 2-s2.0-85118150186
55
43Graph-based siamese network for authorship verification2ᵒ autor: Gómez-Adorno H., Embarcadero-Ruiz D., Reyes-Hernández I., García A., et al.2021CEUR Workshop ProceedingsScopus-id: 2-s2.0-85113579157
02
44Bert-based approach for sentiment analysis of spanish reviews from tripadvisor2ᵒ autor: Gómez-Adorno H., Vásquez J., Bel-Enguix G.2021CEUR Workshop ProceedingsScopus-id: 2-s2.0-85115336642
013
45Automatic Fake News Detection in Urdu Language using TransformersCoautor: Gómez-Adorno H., Ameer I., Capetillo C.P., Sidorov G.2021CEUR Workshop ProceedingsScopus-id: 2-s2.0-85134239515
03
46Descriptions of issues and comments for predicting issue success in software projectsCoautor y autor de correspondencia: Gomez-Adorno, Helena, Ramirez-Mora, Sandra L., Oktaba, Hanna2020JOURNAL OF SYSTEMS AND SOFTWAREWoS-id: 000557871300017
Scopus-id: 2-s2.0-85085566995
811
47``Bend the truth'': Benchmark dataset for fake news detection in Urdu language and its evaluationCoautor: Gomez-Adorno, Helena, Amjad, Maaz, Sidorov, Grigori, Zhila, Alisa, et al.2020JOURNAL OF INTELLIGENT & FUZZY SYSTEMSWoS-id: 000568501000040
Scopus-id: 2-s2.0-85091092871
3463
48Multi-label Emotion Classification using Content-Based Features in TwitterCoautor: Gomez Adorno, Helena, Ameer, Iqra, Ashraf, Noman, Sidorov, Grigori2020COMPUTACION Y SISTEMASWoS-id: 000577066500017
Scopus-id: 2-s2.0-85095717964
2138
49Evaluation of Similarity Measures in a Benchmark for Spanish Paraphrasing Detection: 19th Mexican International Conference on Artificial Intelligence1ᵉʳ autor: Gómez-Adorno H., Bel-Enguix G., Sierra G., Torres-Moreno J.-M., et al.2020Lecture Notes in Computer ScienceWoS-id: 000771896000019
Scopus-id: 2-s2.0-85092928839
03
50happiness in Twitter: What does it really represent?2ᵒ autor: Gomez-Adorn, Helena, Bel-Enguix, Gemma, Grageda, Karla Mendoza, Sidorov, Grigori, et al.2020LINGUAMATICAWoS-id: 000822885600001
Scopus-id: 2-s2.0-85135206924
00
51Gender identification in social media using transfer learning2ᵒ autor: Gomez-Adorno, Helena, Sotelo A.F., Esquivel-Flores, Oscar, Bel-Enguix, Gemma2020Lecture Notes in Computer ScienceWoS-id: 000883415300028
Scopus-id: 2-s2.0-85087282120
510
52Overview of mex-a3t at iberlef 2020: Fake news and aggressiveness analysis in mexican SpanishCoautor: Gómez-Adorno H., Aragón M.E., Jarquín-Vasqueza H., Montes-Y-Gómez M., et al.2020CEUR Workshop ProceedingsScopus-id: 2-s2.0-85092258901
026
53Profiling Fake News Spreaders using Characters and Words N-grams Notebook for PAN at CLEF 20202ᵒ autor: Gómez-Adorno H., Espinosa D.Y., Sidorov G.2020CEUR Workshop ProceedingsScopus-id: 2-s2.0-85113458264
04
54Siamese Network applied to Authorship Verification Notebook for PAN at CLEF 20202ᵒ autor: Gómez-Adorno H., Araujo-Pino E., Fuentes-Pineda G.2020CEUR Workshop ProceedingsScopus-id: 2-s2.0-85121807655
00
55A Lexical Search Model based on word association normsCoautor: Gomez-Adorno, Helena, Reyes-Magana, Jorge, Bel-Enguix, Gemma, Sierra, Gerardo2019JOURNAL OF INTELLIGENT & FUZZY SYSTEMSWoS-id: 000467907000056
Scopus-id: 2-s2.0-85066445809
34
56A convolutional neural network approach for gender and language variety identification1ᵉʳ autor: Gomez-Adorno, Helena, Fuentes-Alba, Roddy, Markov, Ilia, Sidorov, Grigori, et al.2019JOURNAL OF INTELLIGENT & FUZZY SYSTEMSWoS-id: 000467907000078
Scopus-id: 2-s2.0-85066429431
67
57Detection of fake news in a new corpus for the Spanish language2ᵒ autor: Gomez-Adorno, Helena, Posadas-Duran, Juan-Pablo, Sidorov, Grigori, Moreno Escobar, Jesus Jaime2019JOURNAL OF INTELLIGENT & FUZZY SYSTEMSWoS-id: 000467907000080
Scopus-id: 2-s2.0-85066450814
4591
58Wan2vec: Embeddings learned on word association norms2ᵒ autor: Gomez-Adorno, Helena, Bel-Enguix, Gemma, Reyes-Magana, Jorge, Sierra, Gerardo2019SEMANTIC WEBWoS-id: 000492839300003
Scopus-id: 2-s2.0-85074296803
46
59Spanish word embeddings learned on word association norms1ᵉʳ autor: Gómez-Adorno H., Reyes-Magaña J., Bel-Enguix G., Sierra G.2019CEUR Workshop ProceedingsScopus-id: 2-s2.0-85067074396
00
60Bots and gender identification based on stylometry of tweet minimal structure and n-grams model notebook for PAN at CLEF 20192ᵒ autor: Adorno H.G., Valencia Valencia A.I., Rhodes C.S., Pineda G.F.2019CEUR Workshop ProceedingsScopus-id: 2-s2.0-85070502136
03
61Bots and gender profiling using character bigrams notebook for PAN at CLEF 20192ᵒ autor: Gómez-Adorno H., Espinosa D.Y., Sidorov G.2019CEUR Workshop ProceedingsScopus-id: 2-s2.0-85070518032
03
62Detection of aggressive tweets in Mexican Spanish using multiple features with parameter optimization2ᵒ autor: Gómez-Adorno H., Ortiz G., Reyes-Magaña J., Bel-Enguix G., et al.2019CEUR Workshop ProceedingsScopus-id: 2-s2.0-85071156456
04
63Designing an electronic reverse dictionary based on two word association norms of English languageCoautor: Gómez-Adorno H., Reyes-Magaña J., Bel-Enguix G., Sierra G.2019Proceedings Of Electronic Lexicography In The 21st Century ConferenceScopus-id: 2-s2.0-85075364725
09
64Plagiarism Detection with Genetic-Based Parameter TuningCoautor: Gómez-Adorno H., Sanchez-Perez M.A., Gelbukh A., Sidorov G.2018INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCEWoS-id: 000412570000007
Scopus-id: 2-s2.0-85028295384
57
65Document embeddings learned on various types of n-grams for cross-topic authorship attribution1ᵉʳ autor: Gómez-Adorno H., Posadas-Durán J.-P., Sidorov G., Pinto D.2018ComputingWoS-id: 000437675900005
Scopus-id: 2-s2.0-85040922492
3034
66Improving the boilerpipe algorithm for boilerplate removal in news articles using HTML tree structureCoautor: Gómez-Adorno H., Viveros-Jiménez F., Sanchez-Perez M.A., Posadas-Durán J.-P., et al.2018COMPUTACION Y SISTEMASWoS-id: 000438112800012
Scopus-id: 2-s2.0-85049839187
36
67Application of the distributed document representation in the authorship attribution task for small corpora2ᵒ autor: Gómez-Adorno H., Posadas-Durán J.-P., Sidorov G., Batyrshin I., et al.2017SOFT COMPUTINGWoS-id: 000394317500007
Scopus-id: 2-s2.0-84997784945
2636
68Algorithm for extraction of subtrees of a sentence dependency parse treeCoautor: Gómez-Adorno H., Posadas-Durán J.-P., Sidorov G., Batyrshin I., et al.2017ACTA POLYTECH HUNGWoS-id: 000417374100005
Scopus-id: 2-s2.0-85034978381
57
69Author profiling with doc2vec neural network-based document embeddings2ᵒ autor: Gómez-Adorno H., Markov I., Posadas-Durán J.-P., Sidorov G., et al.2017Lecture Notes in Computer ScienceWoS-id: 000434213700009
Scopus-id: 2-s2.0-85028474130
1235
70Comparison of character n-grams and lexical features on author, gender, and language variety identification on the same Spanish news corpusCoautor: Gómez-Adorno H., Sanchez-Perez M.A., Markov I., Sidorov G.2017Lecture Notes in Computer ScienceScopus-id: 2-s2.0-85029427298
019
71Language- and subtask-dependent feature selection and classifier parameter tuning for author Profiling: Notebook for PAN at CLEF 20172ᵒ autor: Gómez-Adorno H., Markov I., Sidorov G.2017CEUR Workshop ProceedingsScopus-id: 2-s2.0-85034760880
017
72Author clustering using hierarchical Clustering analysis: Notebook for PAN at CLEF 20171ᵉʳ autor: Gómez-Adorno H., Aleman Y., Vilariño D., Sanchez-Perez M.A., et al.2017CEUR Workshop ProceedingsScopus-id: 2-s2.0-85034772425
08
73The winning approach to cross-genre gender identification in Russian at RUSProfiling 20172ᵒ autor: Gómez-Adorno H., Markov I., Sidorov G., Gelbukh A.2017CEUR Workshop ProceedingsScopus-id: 2-s2.0-85041441696
010
74Automatic authorship detection using textual patterns extracted from integrated syntactic graphs1ᵉʳ autor: Gómez-Adorno H., Sidorov G., Pinto D., Vilariño D., et al.2016SENSORSWoS-id: 000385527700035
Scopus-id: 2-s2.0-84985006747
2425
75Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts1ᵉʳ autor: Gómez-Adorno H., Markov I., Sidorov G., Posadas-Durán J.-P., et al.2016COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCEWoS-id: 000385775500001
Scopus-id: 2-s2.0-84992213775
2135
76Adapting cross-genre author profiling to language and corpus2ᵒ autor: Gómez-Adorno H., Markov I., Sidorov G., Gelbukh A.2016CEUR Workshop ProceedingsScopus-id: 2-s2.0-84984939930
021
77A graph based authorship identification approach1ᵉʳ autor: Gómez-Adorno H., Sidorov G., Pinto D., Markov I.2015CEUR Workshop ProceedingsScopus-id: 2-s2.0-84982802735
09
78A graph-based multi-level linguistic representation for document understanding2ᵒ autor: Gómez-Adorno H., Pinto D., Vilariño D., Singh V.K.2014PATTERN RECOGNITION LETTERSWoS-id: 000333105900011
Scopus-id: 2-s2.0-84897632262
1420
79Content and style features for automatic detection of users? intentions in tweets1ᵉʳ autor: Gómez-Adorno H., Pinto D., Montes M., Sidorov G., et al.2014Lecture Notes in Computer ScienceWoS-id: 000354873200010
Scopus-id: 2-s2.0-84921655014
46
80Graph-based approach to the Question Answering Task based on Entrance Exams1ᵉʳ autor: Gómez-Adorno H., Sidorov G., Pinto D., Gelbukh A.2014CEUR Workshop ProceedingsScopus-id: 2-s2.0-84907510939
06
81Soft similarity and soft cosine measure: Similarity of features in vector space modelCoautor: Gómez-Adorno H., Sidorov G., Gelbukh A., Pinto D.2014COMPUTACION Y SISTEMASScopus-id: 2-s2.0-84907532699
0329
82Semantic answer validation in question answering systems for reading comprehension tests1ᵉʳ autor: Gómez-Adorno H., Pinto D., Vilariño D.2013CEUR Workshop ProceedingsScopus-id: 2-s2.0-84907886642
01
83Two Approaches for QA4MRE: Information Retrieval and Graph-based knowledge representation1ᵉʳ autor: Gómez-Adorno H., Pinto D., Vilariño D.2013CEUR Workshop ProceedingsScopus-id: 2-s2.0-84922031782
00
84Lexical-syntactic and graph-based features for authorship verification: Notebook for PAN at CLEF 2013Coautor: Gómez H., Vilariño D., Pinto D., León S., et al.2013CEUR Workshop ProceedingsScopus-id: 2-s2.0-84922051478
03
85The soundex phonetic algorithm revisited for SMS text representationCoautor: Gómez H., Pinto D., Vilariño D., Alemán Y., et al.2012Lecture Notes in Computer ScienceScopus-id: 2-s2.0-84865525320
019
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Documentos no indexados (Humanindex)

# Título del documento ISSN Revista Año Fuente
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Capítulos de libros (WoS y Scopus)

# Título del capítulo Título del libro Autores Alcance Año ISBN Fuente
1NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMsAdorno H.G., Márquez D.S.P., Markov I., et al.Conference Paper20259798891762077Scopus-id: 2-s2.0-105000137670
2Contextualized Graph Representations for Generating Counter-Narratives against Hate SpeechEmnlp 2024 - 2024 Conference On Empirical Methods In Natural Language Processing, Findings Of Emnlp 2024Gómez-Adorno H., Santamaria S.B., Markov I., et al.Conference Paper20249798891761681Scopus-id: 2-s2.0-85217617752
3Message from the Program ChairsFindings Of The Association For Computational Linguistics: Naacl 2024 - FindingsGomez H., Duh K., Bethard S., et al.Editorial Material20249798891761193Scopus-id: 2-s2.0-85197894188
4PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss FunctionsWassa 2024 - 14th Workshop On Computational Approaches To Subjectivity, Sentiment, And Social Media Analysis, Proceedings Of The WorkshopSierra G., Gómez-Adorno H., Bel-Enguix G., et al.Conference Paper20249798891761568Scopus-id: 2-s2.0-85204881430
5iimasNLP at SemEval-2024 Task 8: Unveiling structure-aware language models for automatic generated text identificationProceedings Of The 18th International Workshop On Semantic Evaluation, Semeval-2024Gomez-Adorno, H, Bel-Enguix, G, Valdez, A, et al.Proceedings Paper20249798891761070WoS-id: 001356736800161
Scopus-id: 2-s2.0-85215507053
6MBZUAI-UNAM at SemEval-2024 Task 1: Sentence-CROBI, a Simple Cross-Bi-Encoder-Based Neural Network Architecture for Semantic Textual RelatednessProceedings Of The 18th International Workshop On Semantic Evaluation, Semeval-2024Bel-Enguix, G, Gómez-Adorno, H, Ortiz-Barajas, JG, et al.Proceedings Paper20249798891761070WoS-id: 001356736800155
Scopus-id: 2-s2.0-85215529203
7MineriaUNAM at SemEval-2020 Task 3: Predicting Contextual Word Similarity Using a Centroid based Approach and Word Embeddings14th International Workshops On Semantic Evaluation, Semeval 2020 - Co-Located 28th International Conference On Computational Linguistics, Coling 2020, ProceedingsGómez-Adorno H., Bel-Enguix G., Casillas R., et al.Conference Paper20209781952148316Scopus-id: 2-s2.0-85123914332
8MineriaUNAM at SemEval-2020 Task 3: Predicting ContextualWord Similarity Using a Centroid based Approach andWord Embeddings14th International Workshops On Semantic Evaluation, Semeval 2020 - Co-Located 28th International Conference On Computational Linguistics, Coling 2020, ProceedingsGómez-Adorno, H, Bel-Enguix, G, Reyes-Magaña, J, et al.Proceedings Paper20209781952148316WoS-id: 001361895500017
9MineriaUNAM at SemEval-2019 task 5: Detecting hate speech in Twitter using multiple features in a combinatorial frameworkNaacl Hlt 2019 - International Workshop On Semantic Evaluation, Semeval 2019, Proceedings Of The 13th WorkshopVega L.E.A., Gómez-Adorno H., Bel-Enguix G., et al.Conference Paper20199781950737062Scopus-id: 2-s2.0-85097495804
10Discriminating between similar languages using a combination of typed and untyped character n-grams and wordsVardial 2017 - 4th Workshop On Nlp For Similar Languages, Varieties And Dialects, ProceedingsGómez-Adorno H., Markov I., Baptista J., et al.Conference Paper20179781945626432Scopus-id: 2-s2.0-85029449289
11CICBUAPnlp at SemEval-2016 task 4-a: Discovering Twitter Polarity using enhanced embeddingsLipn-Iimas At Semeval-2016 Task 1: Random Forest Regression Experiments On Align-And-Differentiate And Word Embeddings Penalizing StrategiesGómez-Adorno H., Sidorov G., Vilariño D., et al.Conference Paper20169781941643952Scopus-id: 2-s2.0-85035757315
12Computing text similarity using Tree Edit DistanceAnnual Conference Of The North American Fuzzy Information Processing Society - NafipsGomez-Adorno H., Sidorov G., Markov I., et al.Conference Paper20159781467372473Scopus-id: 2-s2.0-84961888075
13CICBUAPnlp: Graph-Based Approach for Answer Selection in Community Question Answering TaskSemeval 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 - ProceedingsGómez-Adorno H., Sidorov G., Vilariño D., et al.Conference Paper20159781941643402Scopus-id: 2-s2.0-85084105589
14BUAP: Gram based feature evaluation for the cross-lingual textual entailment task*sem 2013 - 2nd Joint Conference On Lexical And Computational SemanticsGómez-Adorno H., Vilariño D., Pinto D., et al.Conference Paper20139781937284497Scopus-id: 2-s2.0-85040616094
15A question answering system for reading comprehension testsGómez-Adorno H., Pinto D., Vilariño D., Conference Paper20139783642389887Scopus-id: 2-s2.0-84888232699
16Forecast of air quality based on ozone by decision trees and neural networksGómez-Adorno H., Loya N., Olmos Pineda I., et al.Conference Paper20139783642378065Scopus-id: 2-s2.0-84875865441
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Proyectos

# Nombre Participantes Convocatoria Fecha Inicio Fecha Fin
1Análisis de autoría de documentos con técnicas de aprendizaje profundo.HELENA MONTSERRAT GOMEZ ADORNO,
Recursos PAPIIT01-01-202031-12-2021
2Sistema de información hospitalariaHELENA MONTSERRAT GOMEZ ADORNO,
Recursos PAPIIT01-01-202231-12-2023
3Aprendizaje automático y análisis temático para la identificación de indicadores de violencia obstétrica.HELENA MONTSERRAT GOMEZ ADORNO,
Recursos PAPIIT01-01-202431-12-2025
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Docencia Impartida

# Entidad Nivel Asignatura Año Semestre Alumnos
1Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN I20242024-21
2Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaTEMAS SELECTOS DE INTELIGENCIA ARTIFICIAL (MINERÍA DE TEXTOS)20242024-27
3Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasLicenciaturaPROCESAMIENTO DE LENGUAJE NATURAL20232024-115
4Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN II20232024-13
5Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN I20232023-22
6Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaTEMAS SELECTOS DE INTELIGENCIA ARTIFICIAL (MINERÍA DE TEXTOS)20232023-27
7Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN II20222023-13
8Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasLicenciaturaPROCESAMIENTO DE LENGUAJE NATURAL20222023-119
9Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaINTELIGENCIA ARTIFICIAL20222023-17
10Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasLicenciaturaMINERIA DE TEXTOS20222022-25
11Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN I20222022-24
12Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaTEMAS SELECTOS DE INTELIGENCIA ARTIFICIAL20222022-28
13Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasLicenciaturaPROCESAMIENTO DE LENGUAJE NATURAL20212022-122
14Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN II20212022-11
15Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN I20212021-21
16Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasLicenciaturaMINERIA DE TEXTOS20212021-26
17Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaTEMAS SELECTOS DE INTELIGENCIA ARTIFICIAL (MINERÍA DE TEXTOS)20212021-27
18Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaINTELIGENCIA ARTIFICIAL20202021-132
19Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN II20202021-12
20Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasLicenciaturaPROCESAMIENTO DE LENGUAJE NATURAL20202021-112
21Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasEspecialidadASIGNATURA OPTATIVA (MINERÍA DE TEXTOS)20202020-21
22Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN I20202020-22
23Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaCOLOQUIO DE INVESTIGACIÓN I20202020-217
24Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO PARA LA OBTENCIÓN DEL GRADO20202020-214
25Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaTEMAS SELECTOS DE INTELIGENCIA ARTIFICIAL (MINERÍA DE TEXTOS)20202020-28
26Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN II20192020-11
27Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaCOLOQUIO DE INVESTIGACIÓN II20192020-114
28Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaTEMAS SELECTOS DE INTELIGENCIA ARTIFICIAL (MINERÍA DE GRAFOS)20192019-24
29Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN I20192019-21
30Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaSEMINARIO DE INVESTIGACIÓN II20182019-11
31Instituto de Investigaciones en Matemáticas Aplicadas y en SistemasMaestríaTEMAS SELECTOS DE INTELIGENCIA ARTIFICIAL (MINERÍA DE TEXTOS)20182019-14
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Capítulos de libros (Humanindex)

# Título del libro Título del capítulo ISBN Editorial Año Fuente