Helena Gómez Adorno

2025

• [A1]Multilingual identification of nuanced dimensions of hope speech in social media texts
  Artículo · Scientific Reports · 2025 · Vol. 15 · Núm. 1
  Sidorov G.; Balouchzahi F.; Ramos L.; Gómez-Adorno H.; Gelbukh A.
  DOIhttps://doi.org/10.1038%2Fs41598-025-10683-x
• [O1]Comparative analysis of generative LLMs for labeling entities in clinical notes
  re · Genomics and Informatics · 2025 · Vol. 23 · Núm. 1 · Citas: 4
  del Moral-González R.; Gómez-Adorno H.; Ramos-Flores O.
  DOIhttps://doi.org/10.1186%2Fs44342-024-00036-x
• [A2]Manual annotation of Robson criteria and obstetric entities: Inter-annotator agreement and initial NER models implementation
  Artículo · Computers in Biology and Medicine · 2025 · Vol. 197
  Ramos-Flores O.; Gómez-Adorno H.; Vazquez M.; De Ita R.; Mimiaga-Morales J.M.; Campos-Campechano F.D.A.; García de Quevedo-Martínez M.; Aguilar-Sánchez M.J.; Ramírez-Mejía M.A.; Jaramillo-Sánchez D.I.
  DOIhttps://doi.org/10.1016%2Fj.compbiomed.2025.110964
• [O2]Mammography reporting dataset with BI-RADS system for natural language processing applications: Addressing public data gaps in Spanish
  dp · Data in Brief · 2025 · Vol. 61
  Noguera J.L.V.; Torres-Hurtado A.; Gómez-Adorno H.; Mello-Román J.C.; Fleitas-Alvarez E.J.; Schulze F.F.E.; Garcia-Torres M.; Gaona C.D.M.; Sotomayor P.E.G.; Noguera S.V.; Amarilla N.E.Z.; Esquivel O.W.G.
  DOIhttps://doi.org/10.1016%2Fj.dib.2025.111761
• [C1]NLP@IIMAS-CLTL at Multilingual Counterspeech Generation: Combating Hate Speech Using Contextualized Knowledge Graph Representations and LLMs
  Conferencia · Proceedings International Conference on Computational Linguistics Coling · 2025 · pp. 29-36
  Márquez D.S.P.; Adorno H.G.; Markov I.; Santamaria S.B.
• [A3]Predicting Collaborations among Research Scientists: A Datathon Experience
  Artículo · Journal of Scientometric Research · 2025 · Vol. 14 · Núm. 1 · pp. 300-308
  Angeles M.D.P.; Gomez-Adorno H.; Hernandez-Guevara S.D.; Corza-Vargas V.M.
  DOIhttps://doi.org/10.5530%2Fjscires.20251453
• [C2]UCOM_UNAM_PLN at CheckThat! 2025: Evaluating LLMs in a two-Step Architecture for Numerical Fact Checking
  Conferencia · Ceur Workshop Proceedings · 2025 · Vol. 4038 · pp. 743-753
  Acosta G.; Morales E.; Gómez-Adorno H.

2024

• [A4]text2graphAPI: A library to transform text documents into different graph representations
  Artículo · Softwarex · 2024 · Vol. 28 · Citas: 1
  Valdez-Valenzuela A.; Gómez-Adorno H.
  DOIhttps://doi.org/10.1016%2Fj.softx.2024.101888
• [C3]Overview of HOMO-MEX at IberLEF 2024: Hate Speech Detection Towards the Mexican Spanish speaking LGBT+ Population
  Conferencia · Procesamiento Del Lenguaje Natural · 2024 · Núm. 73 · pp. 393-405 · Citas: 11
  Gómez-Adorno H.; Bel-Enguix G.; Calvo H.; Ojeda-Trueba S.; Andersen S.T.; Vásquez J.; Alcántara T.; Soto M.; Macias C.
  DOIhttps://doi.org/10.26342%2F2024-73-30
• [A5]Spectrep: A software for spectral representation of text content
  Artículo · Softwarex · 2024 · Vol. 27
  Crespo-Sanchez M.; Lopez-Arevalo I.; Aldana-Bobadilla E.; Gomez-Adorno H.; Gonzalez-Compean J.L.
  DOIhttps://doi.org/10.1016%2Fj.softx.2024.101849
• [A6]Machine Learning and Deep Learning Sentiment Analysis Models: Case Study on the SENT-COVID Corpus of Tweets in Mexican Spanish
  Artículo · Informatics · 2024 · Vol. 11 · Núm. 2 · Citas: 4
  Gomez-Adorno H.; Bel-Enguix G.; Sierra G.; Barajas J.C.; Álvarez W.
  DOIhttps://doi.org/10.3390%2Finformatics11020024
• [E1]PREFACE
  Editorial · Ceur Workshop Proceedings · 2024 · Vol. 3872
  Gil-Costa V.; Cecchini R.; Cecchi L.A.; De La Horra S.R.; González Eras A.; García-Holgado A.; Maguitman A.; Aguilera A.; Delgado A.; Quesada A.; González C.; Juiz C.; Brizuela Rodriguez C.; Von Lücken C.; Manresa-Yee C.; Romero D.; Pinto Roa D.P.; Rexachs D.; Roper D.; De Almeida E.; Heymann E.; Luque E.; Marín-Raventós G.; Vargas-Solar G.; Rodriguez Morales G.; Gómez Adorno H.; Loiseau I.; Colbes J.; Luis Vázquez Noguera J.; Moreira J.; Rohoden K.; Braghetto K.; Frigo L.; Varas M.; Tardivo M.; Paula Gonzalez M.; Garcia Diaz M.; Urquhart M.; Piattini M.; Holanda M.; Yanguez N.; Reyes N.; Marino O.; Verghelet P.; García Gómez R.; Motz R.; Arriaga R.; Cueva S.; Ramchandani Moorjimal S.
• [C4]JK_PCIC_UNAM at CheckThat! 2024: Analysis of Subjectivity in News Sentences Using Transformers-Based Models
  Conferencia · Ceur Workshop Proceedings · 2024 · Vol. 3740 · pp. 598-604 · Citas: 1
  Salas-Jimenez K.; Díaz I.; Gómez-Adorno H.; Bel-Enguix G.; Sierra G.
• [C5]iimasNLP at SemEval-2024 Task 8: Unveiling structure-aware language models for automatic generated text identification
  Conferencia · Semeval 2024 18th International Workshop on Semantic Evaluation Proceedings of the Workshop · 2024 · pp. 1110-1114
  Valdez A.; Gomez-Adorno H.; Márquez F.; Pantaleón J.; Bel-Enguix G.
  DOIhttps://doi.org/10.18653%2Fv1%2F2024.semeval-1.161
• [C6]The iimasNLP team at IberAuTexTification 2024: Integrating Graph Neural Networks, Multilingual LLMs, and Stylometry for Automatic Text Identification
  Conferencia · Ceur Workshop Proceedings · 2024 · Vol. 3756
  Valdez-Valenzuela A.; Zavala-Reyes R.L.; Morales-Murillo V.G.; Goméz-Adorno H.
• [C7]Team qIIMAS on Task 2 - Clustering
  Conferencia · Ceur Workshop Proceedings · 2024 · Vol. 3740 · pp. 3064-3074 · Citas: 1
  Alvarez-Giron W.; Téllez-Torres J.; Tovar-Cortes J.; Gómez-Adorno H.
• [C8]PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions
  Conferencia · Wassa 2024 14th Workshop on Computational Approaches to Subjectivity Sentiment and Social Media Analysis Proceedings of the Workshop · 2024 · pp. 490-494 · Citas: 1
  Vázquez-Osorio J.; Sierra G.; Gómez-Adorno H.; Bel-Enguix G.
• [C9]Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech
  Conferencia · Emnlp 2024 2024 Conference on Empirical Methods in Natural Language Processing Findings of Emnlp 2024 · 2024 · pp. 7664-7674 · Citas: 1
  Santamaria S.B.; Gómez-Adorno H.; Markov I.
  DOIhttps://doi.org/10.18653%2Fv1%2F2024.findings-emnlp.450
• [C10]IIMASnlp at GenoVarDis Task: Exploring Zero-shot and CRF Approaches to NER Task in Genomic Variants and Related Diseases
  Conferencia · Ceur Workshop Proceedings · 2024 · Vol. 3756
  Ramos-Flores O.; Gómez-Adorno H.; Galán-Vásquez E.
• [C11]Statistical Evaluation of CESAMO Encoder for Pattern Preservation in Categorical Data
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2024 · Vol. 14755 LNCS · pp. 44-52
  Valdez-Valenzuela E.; Kuri-Morales A.; Gomez-Adorno H.
  DOIhttps://doi.org/10.1007%2F978-3-031-62836-8_5
• [C12]MBZUAI-UNAM at SemEval-2024 Task 1: Sentence-CROBI, a Simple Cross-Bi-Encoder-Based Neural Network Architecture for Semantic Textual Relatedness
  Conferencia · Semeval 2024 18th International Workshop on Semantic Evaluation Proceedings of the Workshop · 2024 · pp. 1071-1079
  Ortiz-Barajas J.G.; Bel-Enguix G.; Gómez-Adorno H.
  DOIhttps://doi.org/10.18653%2Fv1%2F2024.semeval-1.155
• [C13]Team iimasnlp at PAN: Leveraging Graph Neural Networks and Large Language Models for Generative AI Authorship Verification
  Conferencia · Ceur Workshop Proceedings · 2024 · Vol. 3740 · pp. 2923-2929 · Citas: 1
  Valdez-Valenzuela A.; Gómez-Adorno H.

2023

• [A7]RGB pixel n-grams: A texture descriptor
  Artículo · Signal Processing Image Communication · 2023 · Vol. 118 · Citas: 1
  Paiva Pavón F.B.; Orué Gil M.C.; Vázquez Noguera J.L.; Gómez-Adorno H.; Calzada-Ledesma V.
  DOIhttps://doi.org/10.1016%2Fj.image.2023.117028
• [A8]Overview of HOMO-MEX at Iberlef 2023: Hate speech detection in Online Messages directed Towards the MEXican Spanish speaking LGBTQ+ population
  Artículo · Procesamiento Del Lenguaje Natural · 2023 · Núm. 71 · pp. 361-370 · Citas: 25
  Bel-Enguix G.; Gómez-Adorno H.; Sierra G.; Vásquez J.; Andersen S.T.; Ojeda-Trueba S.
  DOIhttps://doi.org/10.26342%2F2023-71-28
• [C14]HOMO-MEX: A Mexican Spanish Annotated Corpus for LGBT+phobia Detection on Twitter
  Conferencia · Proceedings of the Annual Meeting of the Association for Computational Linguistics · 2023 · pp. 202-214 · Citas: 13
  Vásquez J.; Andersen S.T.; Bel-Enguix G.; Ojeda-Trueba S.L.; Gómez-Adorno H.
• [O3]Job Offers Classifier Using Neural Networks and Oversampling Methods
  ch · Studies in Fuzziness and Soft Computing · 2023 · Vol. 422 · pp. 235-248 · Citas: 1
  Ortiz G.; Enguix G.B.; Gómez-Adorno H.; Ameer I.; Sidorov G.
  DOIhttps://doi.org/10.1007%2F978-3-031-20153-0_18
• [C15]IimasGIL_NLP@EXIST2023: Unveiling Sexism on Twitter with Fine-tuned Transformers
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3497 · pp. 1067-1082 · Citas: 1
  Sanchez-Urbina A.; Gómez-Adorno H.; Bel-Enguix G.; Rodríguez-Figueroa V.; Monge-Barrera A.
• [C16]Authorship Verification Machine Learning Methods For Style Change Detection In Texts
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3497 · pp. 2652-2658 · Citas: 3
  Jacobo G.X.; Dehesa-Corona V.; Rojas-Reyes A.D.; Gómez-Adorno H.
• [A9]LexAN: Lexical Association Networks
  Artículo · Computacion Y Sistemas · 2023 · Vol. 27 · Núm. 4 · pp. 955-963 · Citas: 1
  Reyes-Magana J.; Sierra G.; Bel-Enguix G.; Gómez-Adorno H.
  DOIhttps://doi.org/10.13053%2FCyS-27-4-4774
• [C17]Heterogeneous-Graph Convolutional Network for Authorship Verification
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3497 · pp. 2795-2802
  Valdez-Valenzuela A.; Martinez-Galicia J.A.; Gómez-Adorno H.
• [C18]Exploring Text Representations for Detecting Automatically Generated Text
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3496
  Villegas-Trejo Z.; Gómez-Adorno H.; Ojeda-Trueba S.L.

2022

• [A10]Automatic Fact Checking Using an Interpretable Bert-Based Architecture on COVID-19 Claims
  Artículo · Applied Sciences Switzerland · 2022 · Vol. 12 · Núm. 20 · Citas: 5
  Casillas R.; Gómez-Adorno H.; Lomas-Barrie V.; Ramos-Flores O.
  DOIhttps://doi.org/10.3390%2Fapp122010644
• [A11]Sentence-CROBI: A Simple Cross-Bi-Encoder-Based Neural Network Architecture for Paraphrase Identification
  Artículo · Mathematics · 2022 · Vol. 10 · Núm. 19 · Citas: 5
  Ortiz-Barajas J.G.; Bel-Enguix G.; Gómez-Adorno H.
  DOIhttps://doi.org/10.3390%2Fmath10193578
• [O4]Overview of PAR-MEX at Iberlef 2022: Paraphrase Detection in Spanish Shared Task
  re · Procesamiento Del Lenguaje Natural · 2022 · Vol. 69 · pp. 255-263 · Citas: 9
  Bel-Enguix G.; Sierra G.; Gómez-Adorno H.; Torres-Moreno J.M.; Ortiz-Barajas J.G.; Vásquez J.
  DOIhttps://doi.org/10.26342%2F2022-69-22
• [C19]A Content Spectral-Based Analysis for Authorship Verification
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3180 · pp. 2416-2425 · Citas: 2
  Crespo-Sanchez M.; Gómez-Adorno H.; Lopez-Arevalo I.; Aldana-Bobadilla E.; Salas-Jimenez K.; Cortes-Lopez J.
• [C20]Clinical Named Entity Recognition and Linking using BERT in Combination with Spanish Medical Embeddings
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3180 · pp. 341-349 · Citas: 2
  Reyes-Aguillón J.; del Moral R.; Ramos-Flores O.; Gómez-Adorno H.; Bel-Enguix G.
• [C21]HBDCI at CheckThat! 2022: Fake News Detection Using a Combination of stylometric Features and Deep Learning
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3180 · pp. 616-628
  Porto-Capetillo C.; Lecuona-Gómez D.; Gómez-Adorno H.; Arroyo-Fernández I.; Neri-Chávez J.
• [A12]#happiness in Twitter: What does it really represent?
  Artículo · Linguamatica · 2022 · Vol. 14 · Núm. 1 · pp. 3-15
  Bel-Enguix G.; Gomez-Adorno H.; Grageda K.M.; Sidorov G.; Vasquez J.
  DOIhttps://doi.org/10.21814%2FLM.14.1.342
• [C22]Species Mention Entity Recognition, Linking and Classification Using RoBERTa in Combination with Spanish Medical Embeddings
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3202 · Citas: 1
  del Moral R.; Reyes-Aguillón J.; Ramos-Flores O.; Gómez-Adorno H.; Bel-Enguix G.
• [A13]Multi-Label Emotion Classification on Code-Mixed Text: Data and Methods
  Artículo · IEEE Access · 2022 · Vol. 10 · pp. 8779-8789 · Citas: 57
  Ameer I.; Sidorov G.; Gomez-Adorno H.; Nawab R.M.A.
  DOIhttps://doi.org/10.1109%2FACCESS.2022.3143819
• [A14]A case study in authorship attribution: The Mondrigo
  Artículo · Journal of Intelligent and Fuzzy Systems · 2022 · Vol. 42 · Núm. 5 · pp. 4473-4480 · Citas: 1
  Sierra G.; Hernández-García T.; Gómez-Adorno H.; Bel-Enguix G.
  DOIhttps://doi.org/10.3233%2FJIFS-219236
• [C23]Graph-Based Siamese Network for Authorship Verification
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3180 · pp. 2594-2606 · Citas: 1
  Martinez-Galicia J.A.; Embarcadero-Ruiz D.; Ríos-Orduña A.; Gómez-Adorno H.
• [A15]Graph-Based Siamese Network for Authorship Verification
  Artículo · Mathematics · 2022 · Vol. 10 · Núm. 2 · Citas: 8
  Embarcadero-Ruiz D.; Gómez-Adorno H.; Embarcadero-Ruiz A.; Sierra G.
  DOIhttps://doi.org/10.3390%2Fmath10020277
• [A16]Creating a corpus of historical documents for emotions identification
  Artículo · Journal of Intelligent and Fuzzy Systems · 2022 · Vol. 42 · Núm. 5 · pp. 4779-4787
  Vázquez-González S.; Somodevilla-García M.; López R.L.; Gómez-Adorno H.
  DOIhttps://doi.org/10.3233%2FJIFS-219265
• [C24]CESAMMO: Categorical Encoding by Statistical Applied Multivariable Modeling
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2022 · Vol. 13612 LNAI · pp. 173-182 · Citas: 1
  Valdez-Valenzuela E.; Kuri-Morales A.; Gomez-Adorno H.
  DOIhttps://doi.org/10.1007%2F978-3-031-19493-1_14

2021

• [O5]Overview of FakeDeS at IberLEF 2021: Fake News Detection in Spanish Shared Task
  re · Procesamiento Del Lenguaje Natural · 2021 · Vol. 67 · pp. 223-231 · Citas: 23
  Gómez-Adorno H.; Posadas-Durán J.P.; Enguix G.B.; Capetillo C.P.
  DOIhttps://doi.org/10.26342%2F2021-67-19
• [A17]Conversational system as assistant tool in reminiscence therapy for people with early-stage of alzheimer’s
  Artículo · Healthcare Switzerland · 2021 · Vol. 9 · Núm. 8 · Citas: 11
  Morales-De-jesús V.; Gómez-Adorno H.; Somodevilla-García M.; Vilariño D.
  DOIhttps://doi.org/10.3390%2Fhealthcare9081036
• [A18]Exploring the communication functions of comments during bug fixing in Open Source Software projects
  Artículo · Information and Software Technology · 2021 · Vol. 136 · Citas: 5
  Ramírez-Mora S.L.; Oktaba H.; Gómez-Adorno H.; Sierra G.
  DOIhttps://doi.org/10.1016%2Fj.infsof.2021.106584
• [C25]Graph-based siamese network for authorship verification
  Conferencia · Ceur Workshop Proceedings · 2021 · Vol. 2936 · pp. 1920-1930 · Citas: 2
  Embarcadero-Ruiz D.; Gómez-Adorno H.; Reyes-Hernández I.; García A.; Embarcadero-Ruiz A.
• [A19]Negation detection on mexican spanish tweets: The t-mexneg corpus
  Artículo · Applied Sciences Switzerland · 2021 · Vol. 11 · Núm. 9 · Citas: 7
  Bel-Enguix G.; Gómez-Adorno H.; Pimentel A.; Ojeda-Trueba S.L.; Aguilar-Vizuet B.
  DOIhttps://doi.org/10.3390%2Fapp11093880