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Grigori Sidorov
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Books and Theses
- 2019
- [b1]Grigori Sidorov:
Syntactic n-grams in Computational Linguistics. Springer Briefs in Computer Science, Springer 2019, ISBN 978-3-030-14770-9, pp. 3-86
Journal Articles
- 2024
- [j89]Olaronke Oluwayemisi Adebanji, Olumide Ebenezer Ojo, Hiram Calvo, Irina Gelbukh, Grigori Sidorov:
Adaptation of Transformer-based Models for Depression Detection. Computación y Sistemas (CyS) 28(1) (2024) - [j88]Alexander F. Gelbukh, Daniel Alejandro Pérez Alvarez, Olga Kolesnikova, Liliana Chanona-Hernández, Grigori Sidorov:
Multi-Instrument Based N-Grams for Composer Classification Task. Computación y Sistemas (CyS) 28(1) (2024) - [j87]Muhammad Arif, Iqra Ameer, Necva Bölücü, Grigori Sidorov, Alexander F. Gelbukh, Vinnayak Elangovan:
Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning. Computación y Sistemas (CyS) 28(2) (2024) - [j86]Daniel Alejandro Pérez Alvarez
, Alexander F. Gelbukh
, Grigori Sidorov
:
Composer classification using melodic combinatorial n-grams. Expert Syst. Appl. 249: 123300 (2024) - [j85]Lemlem Eyob, Tewodros Achamaleh, Muhammad Tayyab, Grigori Sidorov, Ildar Z. Batyrshin:
Stress Recognition in Code-Mixed Social Media Texts using Machine Learning. Int. J. Comb. Optim. Probl. Informatics 15(1): 32-38 (2024) - 2023
- [j84]Iqra Ameer
, Necva Bölücü
, Grigori Sidorov
, Burcu Can:
Emotion Classification in Texts Over Graph Neural Networks: Semantic Representation is Better Than Syntactic. IEEE Access 11: 56921-56934 (2023) - [j83]Horacio Rodriguez-Bazan
, Grigori Sidorov
, Ponciano Jorge Escamilla-Ambrosio
:
Android Ransomware Analysis Using Convolutional Neural Network and Fuzzy Hashing Features. IEEE Access 11: 121724-121738 (2023) - [j82]Iqra Ameer
, Necva Bölücü
, Muhammad Hammad Fahim Siddiqui, Burcu Can
, Grigori Sidorov, Alexander F. Gelbukh
:
Multi-label emotion classification in texts using transfer learning. Expert Syst. Appl. 213(Part): 118534 (2023) - [j81]Fazlourrahman Balouchzahi
, Grigori Sidorov
, Alexander F. Gelbukh
:
PolyHope: Two-level hope speech detection from tweets. Expert Syst. Appl. 225: 120078 (2023) - [j80]Fazlourrahman Balouchzahi
, Sabur Butt
, Grigori Sidorov
, Alexander F. Gelbukh
:
ReDDIT: Regret detection and domain identification from text. Expert Syst. Appl. 225: 120099 (2023) - [j79]Oxana Vitman
, Yevhen Kostiuk, Grigori Sidorov, Alexander F. Gelbukh:
Sarcasm detection framework using context, emotion and sentiment features. Expert Syst. Appl. 234: 121068 (2023) - [j78]Liana Ermakova, Valery D. Solovyev
, Grigori Sidorov, Alexander F. Gelbukh:
Editorial: Text complexity and simplification. Frontiers Artif. Intell. 6 (2023) - [j77]Jorge Enrique Coyac-Torres
, Grigori Sidorov
, Eleazar Aguirre Anaya
, Gerardo Hernandez-Oregon
:
Cyberattack Detection in Social Network Messages Based on Convolutional Neural Networks and NLP Techniques. Mach. Learn. Knowl. Extr. 5(3): 1132-1148 (2023) - [j76]Horacio Rodriguez-Bazan
, Grigori Sidorov
, Ponciano Jorge Escamilla-Ambrosio
:
Android Malware Classification Based on Fuzzy Hashing Visualization. Mach. Learn. Knowl. Extr. 5(4): 1826-1847 (2023) - [j75]Yevhen Kostiuk, Obdulia Pichardo-Lagunas, Anton Malandii, Grigori Sidorov:
Automatic detection of semantic primitives using optimization based on genetic algorithm. PeerJ Comput. Sci. 9: e1282 (2023) - 2022
- [j74]Iqra Ameer
, Grigori Sidorov
, Helena Gómez-Adorno, Rao Muhammad Adeel Nawab:
Multi-Label Emotion Classification on Code-Mixed Text: Data and Methods. IEEE Access 10: 8779-8789 (2022) - [j73]Sabur Butt
, Shakshi Sharma
, Rajesh Sharma, Grigori Sidorov, Alexander F. Gelbukh:
What goes on inside rumour and non-rumour tweets and their reactions: A psycholinguistic analyses. Comput. Hum. Behav. 135: 107345 (2022) - [j72]Olumide Ebenezer Ojo, Thang Hoang Ta, Alexander F. Gelbukh, Hiram Calvo, Grigori Sidorov, Olaronke Oluwayemisi Adebanji:
Automatic Hate Speech Detection Using CNN Model and Word Embedding. Computación y Sistemas 26(2) (2022) - [j71]Carolina Martín del Campo Rodríguez, Grigori Sidorov, Ildar Z. Batyrshin:
Unsupervised authorship attribution using feature selection and weighted cosine similarity. J. Intell. Fuzzy Syst. 42(5): 4357-4367 (2022) - [j70]Fazlourrahman Balouchzahi, Grigori Sidorov, Hosahalli Lakshmaiah Shashirekha:
Fake news spreaders profiling using N-grams of various types and SHAP-based feature selection. J. Intell. Fuzzy Syst. 42(5): 4437-4448 (2022) - [j69]Yevhen Kostiuk, Mykola Lukashchuk, Alexander F. Gelbukh, Grigori Sidorov:
Prior latent distribution comparison for the RNN Variational Autoencoder in low-resource language modeling. J. Intell. Fuzzy Syst. 42(5): 4541-4549 (2022) - [j68]Noman Ashraf
, Abid Rafiq, Sabur Butt
, Hafiz Muhammad Faisal Shehzad
, Grigori Sidorov, Alexander F. Gelbukh:
YouTube based religious hate speech and extremism detection dataset with machine learning baselines. J. Intell. Fuzzy Syst. 42(5): 4769-4777 (2022) - [j67]Nayeli Hernández, Ildar Z. Batyrshin, Grigori Sidorov:
Evaluation of deep learning models for sentiment analysis. J. Intell. Fuzzy Syst. 43(6): 6953-6963 (2022) - [j66]Fazlourrahman Balouchzahi, Hosahalli Lakshmaiah Shashirekha, Grigori Sidorov, Alexander F. Gelbukh:
A comparative study of syllables and character level N-grams for Dravidian multi-script and code-mixed offensive language identification. J. Intell. Fuzzy Syst. 43(6): 6995-7005 (2022) - [j65]Gemma Bel Enguix, Helena Gómez-Adorno, Karla Mendoza, Grigori Sidorov, Juan Vásquez:
La #felicidad en Twitter: ¿qué representa realmente? Linguamática 14(1): 3-15 (2022) - [j64]Noman Ashraf, Lal Khan
, Sabur Butt
, Hsien-Tsung Chang
, Grigori Sidorov, Alexander F. Gelbukh
:
Multi-label emotion classification of Urdu tweets. PeerJ Comput. Sci. 8: e896 (2022) - [j63]David Soto Osorio, Jesús Jaime Moreno Escobar, Liliana Chanona-Hernández, Grigori Sidorov, César Jesús Núñez-Prado:
Clasificación bi-clase de canciones infantiles aplicando inteligencia artificial y procesamiento de lenguaje natural. Res. Comput. Sci. 151(5): 31-38 (2022) - [j62]Sahian D. Garcia Camacho, Brian J. Figueroa Acevedo, Liliana Chanona-Hernández, César Jesús Núñez-Prado, A. J. Salazar Cisneros, Grigori Sidorov:
Asistente virtual de respuestas referentes a las becas ofertadas en ESIME Zacatenco. Res. Comput. Sci. 151(5): 39-46 (2022) - 2021
- [j61]Maaz Amjad
, Noman Ashraf
, Alisa Zhila
, Grigori Sidorov
, Arkaitz Zubiaga
, Alexander F. Gelbukh
:
Threatening Language Detection and Target Identification in Urdu Tweets. IEEE Access 9: 128302-128313 (2021) - [j60]Sabur Butt
, Noman Ashraf
, Muhammad Hammad Fahim Siddiqui, Grigori Sidorov, Alexander F. Gelbukh:
Transformer-Based Extractive Social Media Question Answering on TweetQA. Computación y Sistemas 25(1) (2021) - 2020
- [j59]Iqra Ameer, Noman Ashraf
, Grigori Sidorov, Helena Gómez-Adorno:
Multi-label Emotion Classification using Content-Based Features in Twitter. Computación y Sistemas 24(3) (2020) - [j58]Jaime Moreno
, Oswaldo Morales Matamoros, Ricardo Tejeida Padilla, Hugo Quintana, Grigori Sidorov:
Generation of broadcasting for fractal adaptive Internet of things reconfiguration under the swarm intelligence paradigm. Int. J. Distributed Sens. Networks 16(6): 155014772092755 (2020) - [j57]Maaz Amjad
, Grigori Sidorov, Alisa Zhila, Helena Gómez-Adorno, Ilia Voronkov, Alexander F. Gelbukh:
"Bend the truth": Benchmark dataset for fake news detection in Urdu language and its evaluation. J. Intell. Fuzzy Syst. 39(2): 2457-2469 (2020) - [j56]Héctor Javier Hernández, Hiram Calvo, Eduardo López, Juan Pablo Posadas-Durán, Ilya Markov, Grigori Sidorov:
N-gramas de sílabas vs. n-gramas de caracteres para la tarea de atribución de autoría en un corpus multi-tema. Res. Comput. Sci. 149(6): 115-121 (2020) - [j55]Victor Manuel Palma-Preciado, Grigori Sidorov, Alexander F. Gelbukh:
Análisis e implicaciones de la detección del humor en textos. Res. Comput. Sci. 149(6): 123-130 (2020) - [j54]Abdiel Reyes-Vera, Francisco Javier Aguilar-Tecuapan, Juan Pablo Francisco Posadas-Durán, Grigori Sidorov:
Prototipo de sistema para la clasificación de reseñas de películas. Res. Comput. Sci. 149(7): 145-152 (2020) - [j53]Jorge Enrique Coyac-Torres, Grigori Sidorov, Eleazar Aguirre Anaya:
Detección de ciberataques a través del análisis de mensajes de redes sociales: revisión del estado del arte. Res. Comput. Sci. 149(8): 1031-1041 (2020) - [j52]César Jesús Núñez-Prado, Liliana Chanona-Hernández, Grigori Sidorov:
Generación de un corpus en español con expresiones agresivas. Res. Comput. Sci. 149(8): 1055-1060 (2020) - [j51]Horacio Rodriguez-Bazan, Grigori Sidorov, Ponciano Jorge Escamilla-Ambrosio:
Revisión del estado del arte en técnicas de procesamiento de lenguaje natural para análisis de malware. Res. Comput. Sci. 149(8): 1105-1115 (2020) - 2019
- [j50]Ignacio Arroyo-Fernández
, Carlos-Francisco Méndez-Cruz
, Gerardo Sierra
, Juan-Manuel Torres-Moreno
, Grigori Sidorov:
Unsupervised sentence representations as word information series: Revisiting TF-IDF. Comput. Speech Lang. 56: 107-129 (2019) - [j49]Carolina Fócil Arias, Grigori Sidorov, Alexander F. Gelbukh:
Medical events extraction to analyze clinical records with conditional random fields. J. Intell. Fuzzy Syst. 36(5): 4633-4643 (2019) - [j48]Iqra Ameer, Grigori Sidorov, Rao Muhammad Adeel Nawab:
Author profiling for age and gender using combinations of features of various types. J. Intell. Fuzzy Syst. 36(5): 4833-4843 (2019) - [j47]Helena Gómez-Adorno, Roddy Fuentes-Alba, Ilia Markov
, Grigori Sidorov, Alexander F. Gelbukh:
A convolutional neural network approach for gender and language variety identification. J. Intell. Fuzzy Syst. 36(5): 4845-4855 (2019) - [j46]Juan Pablo Posadas-Durán, Helena Gómez-Adorno, Grigori Sidorov, Jesús Jaime Moreno Escobar
:
Detection of fake news in a new corpus for the Spanish language. J. Intell. Fuzzy Syst. 36(5): 4869-4876 (2019) - [j45]Grigori Sidorov, Ilia Markov
, Olga Kolesnikova, Liliana Chanona-Hernández:
Human interaction with shopping assistant robot in natural language. J. Intell. Fuzzy Syst. 36(5): 4889-4899 (2019) - [j44]Jaime Moreno
, Oswaldo Morales Matamoros
, Ricardo Tejeida Padilla, Juan Pablo Posadas-Durán, Hugo Quintana, Grigori Sidorov:
Distributed Learning Fractal Algorithm for Optimizing a Centralized Control Topology of Wireless Sensor Network Based on the Hilbert Curve L-System. Sensors 19(6): 1442 (2019) - 2018
- [j43]Vanessa A. Camacho-Vázquez, Grigori Sidorov, Sofía N. Galicia-Haro:
Automatic Detection of Negative Emotions Within a Balanced Corpus of Informal Short Texts. Cyberpsychology Behav. Soc. Netw. 21(12): 781-787 (2018) - [j42]Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, David Pinto
:
Document embeddings learned on various types of n-grams for cross-topic authorship attribution. Computing 100(7): 741-756 (2018) - [j41]Helena Gómez-Adorno, Germán Ríos-Toledo, Juan Pablo Posadas-Durán, Grigori Sidorov, Gerardo Sierra
:
Stylometry-based Approach for Detecting Writing Style Changes in Literary Texts. Computación y Sistemas 22(1) (2018) - [j40]Francisco Viveros Jiménez, Miguel A. Sánchez-Pérez, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, Alexander F. Gelbukh
:
Improving the Boilerpipe Algorithm for Boilerplate Removal in News Articles Using HTML Tree Structure. Computación y Sistemas 22(2) (2018) - [j39]Miguel A. Sanchez-Perez, Alexander F. Gelbukh
, Grigori Sidorov, Helena Gómez-Adorno:
Plagiarism Detection with Genetic-Based Parameter Tuning. Int. J. Pattern Recognit. Artif. Intell. 32(1): 1860006:1-1860006:23 (2018) - [j38]Hermilo Victorio Meza, Manuel Mejía-Lavalle, Alicia Martínez Rebollar, Andrés Blanco-Ortega
, Obdulia Pichardo-Lagunas, Grigori Sidorov:
Searching for Cerebrovascular Disease Optimal Treatment Recommendations Applying Partially Observable Markov Decision Processes. Int. J. Pattern Recognit. Artif. Intell. 32(1): 1860015:1-1860015:17 (2018) - [j37]Carolina Fócil Arias, Grigori Sidorov, Alexander F. Gelbukh
, Fernando Arce:
Extracting medical events from clinical records using conditional random fields and parameter tuning for hidden Markov models. J. Intell. Fuzzy Syst. 34(5): 2935-2947 (2018) - [j36]Grigori Sidorov, Francisco Viveros Jiménez:
One Sense per Discourse Heuristic for Improving Precision of WSD Methods based on Lexical Intersections with the Context. POLIBITS 57: 45-50 (2018) - [j35]Diego Aguilar, Grigori Sidorov, Ildar Z. Batyrshin:
Caso de estudio de análisis de sentimientos en Twitter: Tratado de libre comercio de América del Norte. Res. Comput. Sci. 147(5): 357-365 (2018) - 2017
- [j34]Grigori Sidorov, Martín Ibarra Romero, Ilia Markov
, Rafael Guzmán-Cabrera
, Liliana Chanona-Hernández, Francisco Velasquez:
Measuring similarity between Karel programs using character and word n-grams. Program. Comput. Softw. 43(1): 47-50 (2017) - [j33]Juan Pablo Posadas-Durán
, Helena Gómez-Adorno, Grigori Sidorov, Ildar Z. Batyrshin, David Pinto
, Liliana Chanona-Hernández:
Application of the distributed document representation in the authorship attribution task for small corpora. Soft Comput. 21(3): 627-639 (2017) - 2016
- [j32]Helena Gómez-Adorno
, Ilia Markov
, Grigori Sidorov
, Juan Pablo Posadas-Durán
, Miguel A. Sanchez-Perez
, Liliana Chanona-Hernández
:
Improving Feature Representation Based on a Neural Network for Author Profiling in Social Media Texts. Comput. Intell. Neurosci. 2016: 1638936:1-1638936:13 (2016) - [j31]Grigori Sidorov, Martín Ibarra Romero, Ilia Markov
, Rafael Guzmán-Cabrera
, Liliana Chanona-Hernández, Francisco Velasquez:
Automatic Detection of Similarity of Programs in Karel Programming Language based on Natural Language Processing Techniques. Computación y Sistemas 20(2) (2016) - [j30]Hermilo Victorio Meza, Manuel Mejía-Lavalle, Alicia Martínez Rebollar, Obdulia Pichardo-Lagunas, Grigori Sidorov:
Aplicación de procesos Markovianos para recomendar acciones pedagógicas óptimas en tutores inteligentes. Res. Comput. Sci. 111: 33-45 (2016) - [j29]Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Juan Pablo Posadas-Durán, Carolina Fócil Arias:
Compilación de un lexicón de redes sociales para la identificación de perfiles de autor. Res. Comput. Sci. 115: 19-27 (2016) - [j28]Carolina Fócil Arias, Grigori Sidorov, Alexander F. Gelbukh, Miguel A. Sanchez-Perez:
A Comparative Analysis of Learning Techniques for Cancer Risk Prediction based on Medical Textual Records. Res. Comput. Sci. 130: 77-88 (2016) - [j27]Helena Gómez-Adorno, Grigori Sidorov, David Pinto
, Darnes Vilariño, Alexander F. Gelbukh
:
Automatic Authorship Detection Using Textual Patterns Extracted from Integrated Syntactic Graphs. Sensors 16(9): 1374 (2016) - 2015
- [j26]Jorge Victor Carrera Trejo, Grigori Sidorov, Sabino Miranda-Jiménez, Marco Antonio Moreno Ibarra, Rodrigo Cadena Martínez:
Latent Dirichlet Allocation complement in the vector space model for Multi-Label Text Classification. Int. J. Comb. Optim. Probl. Informatics 6(1): 7-19 (2015) - [j25]Noé Alejandro Castro-Sánchez, Sadher Abelardo Vázquez-Cámara, Grigori Sidorov:
Detección de subjetividad en noticias en línea publicadas en español utilizando clasificadores probabilísticos. Res. Comput. Sci. 95: 99-111 (2015) - 2014
- [j24]Grigori Sidorov, Alexander F. Gelbukh
, Helena Gómez-Adorno
, David Pinto
:
Soft Similarity and Soft Cosine Measure: Similarity of Features in Vector Space Model. Computación y Sistemas 18(3) (2014) - [j23]Grigori Sidorov, Francisco Velasquez, Efstathios Stamatatos
, Alexander F. Gelbukh
, Liliana Chanona-Hernández:
Syntactic N-grams as machine learning features for natural language processing. Expert Syst. Appl. 41(3): 853-860 (2014) - [j22]Grigori Sidorov:
Should Syntactic N-grams Contain Names of Syntactic Relations?. Int. J. Comput. Linguistics Appl. 5(2): 25-47 (2014) - [j21]Ivan Cruz, Alexander F. Gelbukh, Grigori Sidorov:
Implicit Aspect Indicator Extraction for Aspect based Opinion Mining. Int. J. Comput. Linguistics Appl. 5(2): 135-152 (2014) - [j20]Sabino Miranda-Jiménez, Alexander F. Gelbukh, Grigori Sidorov:
Conceptual Graphs as Framework for Summarizing Short Texts. Int. J. Concept. Struct. Smart Appl. 2(2): 55-75 (2014) - [j19]Grigori Sidorov, Irina Kobozeva, Anton Zimmerling
, Liliana Chanona-Hernández, Olga Kolesnikova:
Modelo computacional del diálogo basado en reglas aplicado a un robot guía móvil. Polibits 50: 35-42 (2014) - [j18]Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Darnes Vilariño:
Automatic Linguistic Pattern Identification Based on Graph Text Representation. Res. Comput. Sci. 71: 43-52 (2014) - 2013
- [j17]Grigori Sidorov:
Syntactic Dependency Based N-grams in Rule Based Automatic English as Second Language Grammar Correction. Int. J. Comput. Linguistics Appl. 4(2): 169-188 (2013) - [j16]Grigori Sidorov:
N-gramas sintácticos no-continuos. Polibits 48: 69-78 (2013) - [j15]Grigori Sidorov:
Clasificación de actos de habla en diálogos basada en los verbos de habla. Res. Comput. Sci. 68: 137-153 (2013) - [j14]Griselda Areli Matias Mendoza, Yulia Ledeneva, René Arnulfo García-Hernández, Grigori Sidorov:
Evaluación de las herramientas comerciales y métodos del estado del arte para la generación de resúmenes extractivos individuales. Res. Comput. Sci. 70: 265-274 (2013) - 2012
- [j13]Grigori Sidorov:
Editorial. Computación y Sistemas 16(1) (2012) - [j12]Grigori Sidorov:
Editorial. Computación y Sistemas 16(3) (2012) - [j11]Noé Alejandro Castro-Sánchez, Grigori Sidorov:
Extracción automática de los patrones de rección de verbos de los diccionarios explicativos. Polibits 45: 67-74 (2012) - [j10]Eduardo Cendejas, Grettel Barceló, Grigori Sidorov, Alexander F. Gelbukh, Liliana Chanona-Hernández:
Redes de palabras alineadas como recurso en la extracción de equivalencias léxicas de traducción y su aplicación en la alineación. Polibits 46: 39-48 (2012) - 2011
- [j9]Grigori Sidorov, Juan Pablo Posadas-Durán, Héctor Jiménez-Salazar, Liliana Chanona-Hernández:
A New Combined Lexical and Statistical based Sentence Level Alignment Algorithm for Parallel Texts. Int. J. Comput. Linguistics Appl. 2(1-2): 257-263 (2011) - [j8]Grigori Sidorov, Mario Koeppen, Nareli Cruz Cortés:
Editorial. Int. J. Mach. Learn. Cybern. 2(3): 123-124 (2011) - 2010
- [j7]Yulia Ledeneva, Grigori Sidorov:
Editor's Introduction to the Special Issue on System Modeling and Transformation Principles. Informatica (Slovenia) 34(1): 1 (2010) - [j6]Yulia Ledeneva, Grigori Sidorov:
Recent Advances in Computational Linguistics. Informatica (Slovenia) 34(1): 3-18 (2010) - 2005
- [j5]Alexander F. Gelbukh, Grigori Sidorov, Adolfo Guzmán-Arenas:
Document Indexing with a Concept Hierarchy. Computación y Sistemas 8(4) (2005) - [j4]Alexander F. Gelbukh
, Grigori Sidorov, Yoel Ledo Mezquita:
Some linguistic methods of improving the quality of document retrieval on the internet. Int. J. Electron. Bus. 3(3/4): 264-275 (2005) - 2002
- [j3]Alexander F. Gelbukh, Grigori Sidorov, Igor A. Boshakow:
On Coherente Maintenance in Human-Machine Dialogue whit Contextual Ellipses. Computación y Sistemas 5(3) (2002) - [j2]Alexander F. Gelbukh, Grigori Sidorov:
Selección automática del vocabulario definidor en un diccionario explicativo. Proces. del Leng. Natural 29 (2002) - [j1]Alexander F. Gelbukh, Grigori Sidorov:
Morphological Analysis of Inflective Languages through Generation. Proces. del Leng. Natural 29 (2002)
Conference and Workshop Papers
- 2024
- [c140]Victor Manuel Palma-Preciado, Grigori Sidorov, Liana Ermakova, Anne-Gwenn Bosser, Tristan Miller, Adam Jatowt:
Overview of the CLEF 2024 JOKER Task 2: Humour Classification According to Genre and Technique. CLEF (Working Notes) 2024: 1786-1799 - [c139]Victor Manuel Palma Preciado, Carolina Palma-Preciado, Grigori Sidorov:
NLPalma Joker 2024: Yet, no Humor with Humorousness - Task 2 Humour Classification According to Genre and Technique. CLEF (Working Notes) 2024: 1880-1888 - [c138]Daniel Yacob Espinosa, Grigori Sidorov, Eusebio Ricárdez Vázquez:
Automatic Identification of Conspiracy Theories Using BERT. CLEF (Working Notes) 2024: 2572-2575 - [c137]Liana Ermakova
, Anne-Gwenn Bosser
, Tristan Miller
, Tremaine Thomas
, Victor Manuel Palma-Preciado
, Grigori Sidorov
, Adam Jatowt
:
CLEF 2024 JOKER Lab: Automatic Humour Analysis. ECIR (6) 2024: 36-43 - 2023
- [c136]Liana Ermakova
, Tristan Miller
, Anne-Gwenn Bosser
, Victor Manuel Palma-Preciado
, Grigori Sidorov
, Adam Jatowt
:
Overview of JOKER - CLEF-2023 Track on Automatic Wordplay Analysis. CLEF 2023: 397-415 - [c135]Liana Ermakova, Tristan Miller, Anne-Gwenn Bosser, Victor Manuel Palma-Preciado, Grigori Sidorov, Adam Jatowt:
Overview of JOKER 2023 Automatic Wordplay Analysis Task 1 - Pun Detection. CLEF (Working Notes) 2023: 1785-1803 - [c134]Liana Ermakova, Tristan Miller, Anne-Gwenn Bosser, Victor Manuel Palma-Preciado, Grigori Sidorov, Adam Jatowt:
Overview of JOKER 2023 Automatic Wordplay Analysis Task 2 - Pun Location and Interpretation. CLEF (Working Notes) 2023: 1804-1817 - [c133]Liana Ermakova, Tristan Miller, Anne-Gwenn Bosser, Victor Manuel Palma-Preciado, Grigori Sidorov, Adam Jatowt:
Overview of JOKER 2023 Automatic Wordplay Analysis Task 3 - Pun Translation. CLEF (Working Notes) 2023: 1818-1827 - [c132]Victor Manuel Palma-Preciado, Carolina Palma Preciado, Grigori Sidorov:
NLPalma @ CLEF 2023 JOKER: A BLOOMZ and BERT Approach for Wordplay Detection and Translation. CLEF (Working Notes) 2023: 1881-1887 - [c131]Daniel Yacob Espinosa, Grigori Sidorov:
Using BERT to Profiling Cryptocurrency Influencers. CLEF (Working Notes) 2023: 2568-2573 - [c130]Victor Manuel Palma-Preciado, Carolina Palma Preciado, Grigori Sidorov:
NLPalma @ CLEF 2023 SimpleText: BLOOMZ and BERT for Complexity and Simplification Task. CLEF (Working Notes) 2023: 3045-3049 - [c129]Liana Ermakova
, Tristan Miller
, Anne-Gwenn Bosser, Victor Manuel Palma-Preciado
, Grigori Sidorov
, Adam Jatowt
:
Science for Fun: The CLEF 2023 JOKER Track on Automatic Wordplay Analysis. ECIR (3) 2023: 546-556 - [c128]Olumide Ebenezer Ojo, Olaronke Oluwayemisi Adebanji, Hiram Calvo, Alexander F. Gelbukh, Anna Feldman, Grigori Sidorov:
Hate and Offensive Content Identification in Indo-Aryan Languages using Transformer-based Models. FIRE (Working Notes) 2023: 383-392 - [c127]Sabur Butt, Paola Mejía-Almada, Joanna Alvarado-Uribe, Hector G. Ceballos, Grigori Sidorov, Alexander F. Gelbukh:
MF-SET: A Multitask Learning Framework for Student Evaluation of Teaching. FTC (1) 2023: 254-270 - [c126]Mesay Gemeda Yigezu, Moges Ahmed Mehamed, Olga Kolesnikova, Tadesse Kebede Guge, Alexander F. Gelbukh, Grigori Sidorov:
Evaluating the Effectiveness of Hybrid Features in Fake News Detection on Social Media. ICT4DA 2023: 171-175 - [c125]Jason Angel
, Abdul Gafar Manuel Meque
, Christian Efraín Maldonado Sifuentes
, Grigori Sidorov
, Alexander F. Gelbukh
:
Comparing Transformer-Based Machine Translation Models for Low-Resource Languages of Colombia and Mexico. MICAI (2) 2023: 95-105 - [c124]Omar García-Vázquez, Tania Alcántara, Hiram Calvo, Grigori Sidorov:
LLM's for Spanish Song Text Analysis and Classification Using Language Variants. MICAI (2) 2023: 118-127 - [c123]Zahra Ahani, Grigori Sidorov, Olga Kolesnikova, Alexander F. Gelbukh:
Zavira at HOPE2023@IberLEF: Hope Speech Detection from Text using TF-IDF Features and Machine Learning Algorithms. IberLEF@SEPLN 2023 - [c122]Moein Shahiki Tash, Jesús Armenta-Segura, Zahra Ahani, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh:
LIDOMA at HOMO-MEX2023@IberLEF: Hate Speech Detection Towards the Mexican Spanish-Speaking LGBT+ Population. The Importance of Preprocessing Before Using BERT-Based Models. IberLEF@SEPLN 2023 - [c121]Moein Shahiki Tash, Jesús Armenta-Segura, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh:
LIDOMA at HOPE2023@IberLEF: Hope Speech Detection Using Lexical Features and Convolutional Neural Networks. IberLEF@SEPLN 2023 - [c120]Mesay Gemeda Yigezu, Girma Yohannis Bade, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh:
Multilingual Hope Speech Detection using Machine Learning. IberLEF@SEPLN 2023 - [c119]Mesay Gemeda Yigezu, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh:
Transformer-Based Hate Speech Detection for Multi-Class and Multi-Label Classification. IberLEF@SEPLN 2023 - 2022
- [c118]Fazlourrahman Balouchzahi, Oxana Vitman, Hosahalli Lakshmaiah Shashirekha, Grigori Sidorov, Alexander F. Gelbukh:
Acronym Identification using Transformers and Flair Framework. SDU@AAAI 2022 - [c117]Muhammad Arif, Atnafu Lambebo Tonja, Iqra Ameer, Olga Kolesnikova, Alexander F. Gelbukh, Grigori Sidorov, Abdul Gafar Manuel Meque:
CIC at CheckThat!-2022: Multi-class and Cross-lingual Fake News Detection. CLEF (Working Notes) 2022: 434-443 - [c116]Victor Manuel Palma-Preciado, Grigori Sidorov, Carolina Palma Preciado:
Assessing Wordplay-Pun classification from JOKER dataset with pretrained BERT humorous models. CLEF (Working Notes) 2022: 1828-1833 - [c115]Sabur Butt, Fazlourrahman Balouchzahi, Grigori Sidorov, Alexander F. Gelbukh:
CIC@PAN: Simplifying Irony Profiling using Twitter Data. CLEF (Working Notes) 2022: 2402-2410 - [c114]Atnafu Lambebo Tonja, Olumide Ebenezer Ojo, Mohammed Arif Khan, Abdul Gafar Manuel Meque, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh:
CIC NLP at SMM4H 2022: a BERT-based approach for classification of social media forum posts. SMM4H@COLING 2022: 58-61 - [c113]Sabur Butt
, Maaz Amjad
, Fazlourrahman Balouchzahi
, Noman Ashraf
, Rajesh Sharma
, Grigori Sidorov
, Alexander F. Gelbukh
:
EmoThreat@FIRE2022: Shared Track on Emotions and Threat Detection in Urdu. FIRE 2022: 1-3 - [c112]Sabur Butt, Maaz Amjad, Fazlourrahman Balouchzahi, Noman Ashraf, Rajesh Sharma, Grigori Sidorov, Alexander F. Gelbukh:
Overview of EmoThreat: Emotions and Threat Detection in Urdu at FIRE 2022. FIRE (Working Notes) 2022: 220-230 - [c111]Tadesse Destaw Belay, Atnafu Lambebo Tonja, Olga Kolesnikova, Seid Muhie Yimam, Abinew Ali Ayele, Silesh Bogale Haile, Grigori Sidorov, Alexander F. Gelbukh:
The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation. ICT4DA 2022: 84-89 - [c110]Anusha Gowda, Fazlourrahman Balouchzahi, Hosahalli Lakshmaiah Shashirekha, Grigori Sidorov:
MUCIC@LT-EDI-ACL2022: Hope Speech Detection using Data Re-Sampling and 1D Conv-LSTM. LT-EDI 2022: 161-166 - [c109]Fazlourrahman Balouchzahi, Sabur Butt
, Grigori Sidorov, Alexander F. Gelbukh:
CIC@LT-EDI-ACL2022: Are transformers the only hope? Hope speech detection for Spanish and English comments. LT-EDI 2022: 206-211 - [c108]Atnafu Lambebo Tonja
, Olga Kolesnikova, Muhammad Arif, Alexander F. Gelbukh, Grigori Sidorov:
Improving Neural Machine Translation for Low Resource Languages Using Mixed Training: The Case of Ethiopian Languages. MICAI (2) 2022: 30-40 - [c107]Oxana Vitman
, Yevhen Kostiuk
, Paul Plachinda
, Alisa Zhila
, Grigori Sidorov
, Alexander F. Gelbukh
:
Evaluating the Impact of OCR Quality on Short Texts Classification Task. MICAI (2) 2022: 163-177 - [c106]Abdul Gafar Manuel Meque, Fazlourrahman Balouchzahi, Grigori Sidorov, Alexander F. Gelbukh:
Mexican Spanish Paraphrase Identification using Data Augmentation. IberLEF@SEPLN 2022 - [c105]Atnafu Lambebo Tonja, Muhammad Arif, Olga Kolesnikova, Alexander F. Gelbukh, Grigori Sidorov:
Detection of Aggressive and Violent Incidents from Social Media in Spanish using Pre-trained Language Model. IberLEF@SEPLN 2022 - 2021
- [c104]Noman Ashraf, Sabur Butt, Grigori Sidorov, Alexander F. Gelbukh:
CIC at CheckThat! 2021: Fake News detection Using Machine Learning And Data Augmentation. CLEF (Working Notes) 2021: 446-454 - [c103]Fazlourrahman Balouchzahi, Hosahalli Lakshmaiah Shashirekha, Grigori Sidorov:
MUCIC at CheckThat! 2021: FaDo-Fake News Detection and Domain Identification using Transformers Ensembling. CLEF (Working Notes) 2021: 455-464 - [c102]Fazlourrahman Balouchzahi, Hosahalli Lakshmaiah Shashirekha, Grigori Sidorov:
HSSD: Hate Speech Spreader Detection using N-grams and Voting Classifier. CLEF (Working Notes) 2021: 1829-1836 - [c101]Daniel Yacob Espinosa, Grigori Sidorov:
Profiling Hate Speech Spreaders using Characters andWords N-grams. CLEF (Working Notes) 2021: 1931-1936 - [c100]Carolina Martín del Campo Rodríguez, Grigori Sidorov, Ildar Z. Batyrshin:
Hate Speech Detection on Twitter. CLEF (Working Notes) 2021: 2060-2063 - [c99]Maaz Amjad
, Alisa Zhila, Grigori Sidorov, Andrey Labunets, Sabur Butt
, Hamza Imam Amjad, Oxana Vitman, Alexander F. Gelbukh:
[email protected] FIRE2021: Shared Track on Abusive Threat Identification in Urdu. FIRE 2021: 9-11 - [c98]Maaz Amjad
, Sabur Butt
, Hamza Imam Amjad, Alisa Zhila, Grigori Sidorov, Alexander F. Gelbukh:
[email protected]: Shared Track on Fake News Identification in Urdu. FIRE 2021: 19-21 - [c97]Fazlourrahman Balouchzahi, S. Bashang, Grigori Sidorov, H. L. Shashirekha:
CoMaTa OLI- Code-Mixed Malayalam and Tamil Offensive Language Identification. FIRE (Working Notes) 2021: 603-614 - [c96]Maaz Amjad, Alisa Zhila, Grigori Sidorov, Andrey Labunets, Sabur Butt, Hamza Imam Amjad, Oxana Vitman, Alexander F. Gelbukh:
Overview of Abusive and Threatening Language Detection in Urdu at FIRE 2021. FIRE (Working Notes) 2021: 744-762 - [c95]Fazlourrahman Balouchzahi, Grigori Sidorov, Hosahalli Lakshmaiah Shashirekha:
Arabic Misogyny Identification. FIRE (Working Notes) 2021: 839-846 - [c94]Fazlourrahman Balouchzahi, Hosahalli Lakshmaiah Shashirekha, Grigori Sidorov:
CoSaD- Code-Mixed Sentiments Analysis for Dravidian Languages. FIRE (Working Notes) 2021: 887-898 - [c93]Maaz Amjad, Sabur Butt, Hamza Imam Amjad, Alisa Zhila, Grigori Sidorov, Alexander F. Gelbukh:
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2021. FIRE (Working Notes) 2021: 1101-1116 - [c92]Fazlourrahman Balouchzahi, Hosahalli Lakshmaiah Shashirekha, Grigori Sidorov:
Ensembled Feature Selection for Urdu Fake News Detection. FIRE (Working Notes) 2021: 1117-1126 - [c91]Iqra Ameer, Claudia Porto Capetillo, Helena Gómez-Adorno, Grigori Sidorov:
Automatic Fake News Detection in Urdu Language using Transformers. FIRE (Working Notes) 2021: 1127-1134 - [c90]Christian Efraín Maldonado Sifuentes
, Jason Angel, Grigori Sidorov
, Olga Kolesnikova
, Alexander F. Gelbukh
:
Virality Prediction for News Tweets Using RoBERTa. MICAI (2) 2021: 81-95 - [c89]Hoang Thang Ta, Sabur Butt, Jason Angel, Grigori Sidorov, Alexander F. Gelbukh:
The Combination of BERT and Data Oversampling for Relation Set Prediction. SMART@ISWC 2021: 23-33 - [c88]Sabur Butt, Noman Ashraf, Grigori Sidorov, Alexander F. Gelbukh:
Sexism Identification using BERT and Data Augmentation - EXIST2021. IberLEF@SEPLN 2021: 381-389 - [c87]Fazlourrahman Balouchzahi, Grigori Sidorov, Hosahalli Lakshmaiah Shashirekha:
ADOP FERT-Automatic Detection of Occupations and Profession in Medical Texts using Flair and BERT. IberLEF@SEPLN 2021: 747-757 - 2020
- [c86]Daniel Yacob Espinosa, Helena Gómez-Adorno, Grigori Sidorov:
Profiling Fake News Spreaders using Character and Words N-grams. CLEF (Working Notes) 2020 - [c85]Maaz Amjad
, Grigori Sidorov, Alisa Zhila, Alexander F. Gelbukh, Paolo Rosso:
UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu. FIRE 2020: 37-40 - [c84]Maaz Amjad, Grigori Sidorov, Alisa Zhila, Alexander F. Gelbukh, Paolo Rosso:
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020. FIRE (Working Notes) 2020: 434-446 - [c83]Maaz Amjad, Grigori Sidorov, Alisa Zhila:
Data Augmentation using Machine Translation for Fake News Detection in the Urdu Language. LREC 2020: 2537-2542 - [c82]Thang Hoang Ta
, Abu Bakar Siddiqur Rahman, Grigori Sidorov, Alexander F. Gelbukh:
Mining Hidden Topics from Newspaper Quotations: The COVID-19 Pandemic. MICAI (2) 2020: 51-64 - [c81]Maaz Amjad
, Yuriria Rodriguez Chavez, Zaryyab Nayab, Alisa Zhila, Grigori Sidorov, Alexander F. Gelbukh:
Analysis of COVID-19 Pandemic Using Artificial Intelligence. MICAI (2) 2020: 65-73 - [c80]Carolina Martín-Del-Campo-Rodríguez, Grigori Sidorov, Ildar Z. Batyrshin:
Bot-Human Twitter Messages Classification. MICAI (2) 2020: 74-80 - [c79]Olumide E. Ojo, Alexander F. Gelbukh, Hiram Calvo
, Olaronke Oluwayemisi Adebanji, Grigori Sidorov:
Sentiment Detection in Economics Texts. MICAI (2) 2020: 271-281 - [c78]Luis A Menéndez-Salazar, Grigori Sidorov, Marta R. Costa-jussà:
The IPN-CIC team system submission for the WMT 2020 similar language task. WMT@EMNLP 2020: 409-413 - [c77]Noman Ashraf, Rabia Mustafa, Grigori Sidorov, Alexander F. Gelbukh:
Individual vs. Group Violent Threats Classification in Online Discussions. WWW (Companion Volume) 2020: 629-633 - 2019
- [c76]Daniel Yacob Espinosa, Helena Gómez-Adorno, Grigori Sidorov:
Bots and Gender Profiling using Character Bigrams. CLEF (Working Notes) 2019 - [c75]Carolina Martín del Campo Rodríguez, Daniel Alejandro Pérez Alvarez, Christian Efraín Maldonado Sifuentes, Grigori Sidorov, Ildar Z. Batyrshin, Alexander F. Gelbukh:
Authorship Attribution through Punctuation n-grams and Averaged Combination of SVM. CLEF (Working Notes) 2019 - [c74]Muhammad Hammad Fahim Siddiqui, Iqra Ameer, Alexander F. Gelbukh, Grigori Sidorov:
Bots and Gender Profiling on Twitter. CLEF (Working Notes) 2019 - [c73]Iqra Ameer, Muhammad Hammad Fahim Siddiqui, Grigori Sidorov, Alexander F. Gelbukh:
CIC at SemEval-2019 Task 5: Simple Yet Very Efficient Approach to Hate Speech Detection, Aggressive Behavior Detection, and Target Classification in Twitter. SemEval@NAACL-HLT 2019: 382-386 - 2018
- [c72]Carolina Martín-Del-Campo-Rodríguez, Helena Gómez-Adorno, Grigori Sidorov, Ildar Z. Batyrshin:
CIC-GIL Approach to Cross-domain Authorship Attribution: Notebook for PAN at CLEF 2018. CLEF (Working Notes) 2018 - [c71]Ilia Markov, Grigori Sidorov:
CIC-IPN@INLI2018: Indian Native Language Identification. FIRE (Working Notes) 2018: 82-88 - [c70]Carolina Martín-Del-Campo-Rodríguez, Grigori Sidorov, Ildar Z. Batyrshin:
Enhancement of Performance of Document Clustering in the Authorship Identification Problem with a Weighted Cosine Similarity. MICAI (2) 2018: 49-56 - [c69]Ilia Markov, Helena Gómez-Adorno, Mónica Jasso Rosales, Grigori Sidorov:
CIC-GIL Approach to Author Profiling in Spanish Tweets: Location and Occupation. IberEval@SEPLN 2018: 97-101 - [c68]Ilia Markov, Vivi Nastase, Carlo Strapparava, Grigori Sidorov:
The Role of Emotions in Native Language Identification. WASSA@EMNLP 2018: 123-129 - 2017
- [c67]Ilia Markov, Lingzhen Chen, Carlo Strapparava, Grigori Sidorov:
CIC-FBK Approach to Native Language Identification. BEA@EMNLP 2017: 374-381 - [c66]Ilia Markov
, Efstathios Stamatatos
, Grigori Sidorov:
Improving Cross-Topic Authorship Attribution: The Role of Pre-Processing. CICLing (2) 2017: 289-302 - [c65]Carolina Fócil Arias, Jorge Zúñiga, Grigori Sidorov, Ildar Z. Batyrshin, Alexander F. Gelbukh:
A Tweets Classifier based on Cosine Similarity. CLEF (Working Notes) 2017 - [c64]Helena Gómez-Adorno, Yuridiana Alemán, Darnes Vilariño Ayala, Miguel A. Sanchez-Perez, David Pinto, Grigori Sidorov:
Author Clustering using Hierarchical Clustering Analysis. CLEF (Working Notes) 2017 - [c63]Helena Gómez-Adorno, Carolina Martín-Del-Campo-Rodríguez, Grigori Sidorov, Yuridiana Alemán, Darnes Vilariño, David Pinto
:
Hierarchical Clustering Analysis: The Best-Performing Approach at PAN 2017 Author Clustering Task. CLEF 2017: 216-223 - [c62]Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov:
Language- and Subtask-Dependent Feature Selection and Classifier Parameter Tuning for Author Profiling. CLEF (Working Notes) 2017 - [c61]Miguel A. Sanchez-Perez, Ilia Markov
, Helena Gómez-Adorno, Grigori Sidorov:
Comparison of Character n-grams and Lexical Features on Author, Gender, and Language Variety Identification on the Same Spanish News Corpus. CLEF 2017: 145-151 - [c60]Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Alexander F. Gelbukh:
The Winning Approach to Cross-Genre Gender Identification in Russian at RUSProfiling 2017. FIRE (Working Notes) 2017: 20-24 - [c59]Helena Gómez-Adorno, Ilia Markov, Jorge Baptista, Grigori Sidorov, David Pinto:
Discriminating between Similar Languages Using a Combination of Typed and Untyped Character N-grams and Words. VarDial 2017: 137-145 - 2016
- [c58]Ilia Markov, Helena Gómez-Adorno, Grigori Sidorov, Alexander F. Gelbukh:
Adapting Cross-Genre Author Profiling to Language and Corpus. CLEF (Working Notes) 2016: 947-955 - [c57]Germán Ríos-Toledo, Grigori Sidorov, Noé Alejandro Castro-Sánchez, Alondra Nava-Zea, Liliana Chanona-Hernández:
Relevance of Named Entities in Authorship Attribution. MICAI (1) 2016: 3-15 - [c56]Ilia Markov
, Helena Gómez-Adorno, Juan Pablo Posadas-Durán, Grigori Sidorov, Alexander F. Gelbukh
:
Author Profiling with Doc2vec Neural Network-Based Document Embeddings. MICAI (2) 2016: 117-131 - [c55]Manuel Mejía-Lavalle, Hermilo Victorio Meza, Alicia Martínez, Grigori Sidorov, Luis Enrique Sucar, Obdulia Pichardo-Lagunas:
Toward Optimal Pedagogical Action Patterns by Means of Partially Observable Markov Decision Process. MICAI (2) 2016: 473-480 - [c54]Helena Gómez-Adorno, Darnes Vilariño, Grigori Sidorov, David Pinto Avendaño:
CICBUAPnlp at SemEval-2016 Task 4-A: Discovering Twitter Polarity using Enhanced Embeddings. SemEval@NAACL-HLT 2016: 145-148 - 2015
- [c53]Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Ilia Markov:
A Graph Based Authorship Identification Approach: Notebook for PAN at CLEF 2015. CLEF (Working Notes) 2015 - [c52]Juan Pablo Posadas-Durán, Helena Gómez-Adorno, Ilia Markov, Grigori Sidorov, Ildar Z. Batyrshin, Alexander F. Gelbukh, Obdulia Pichardo-Lagunas:
Syntactic N-grams as Features for the Author Profiling Task: Notebook for PAN at CLEF 2015. CLEF (Working Notes) 2015 - [c51]Juan Pablo Posadas-Durán, Grigori Sidorov, Ildar Z. Batyrshin, Elibeth Mirasol-Meléndez:
Author Verification Using Syntactic N-grams: Notebook for PAN at CLEF 2015. CLEF (Working Notes) 2015 - [c50]Miguel A. Sanchez-Perez, Alexander F. Gelbukh
, Grigori Sidorov:
Adaptive Algorithm for Plagiarism Detection: The Best-Performing Approach at PAN 2014 Text Alignment Competition. CLEF 2015: 402-413 - [c49]Miguel A. Sánchez-Pérez, Alexander F. Gelbukh, Grigori Sidorov:
Dynamically Adjustable Approach through Obfuscation Type Recognition. CLEF (Working Notes) 2015 - [c48]Grigori Sidorov, Helena Gómez-Adorno
, Ilia Markov
, David Pinto
, Nahun Loya:
Computing text similarity using Tree Edit Distance. NAFIPS/WConSC 2015: 1-4 - [c47]Helena Gómez-Adorno, Darnes Vilariño, David Pinto, Grigori Sidorov:
CICBUAPnlp: Graph-Based Approach for Answer Selection in Community Question Answering Task. SemEval@NAACL-HLT 2015: 18-22 - 2014
- [c46]Miguel A. Sanchez-Perez, Grigori Sidorov, Alexander F. Gelbukh:
A Winning Approach to Text Alignment for Text Reuse Detection at PAN 2014. CLEF (Working Notes) 2014: 1004-1011 - [c45]Helena Gómez-Adorno, Grigori Sidorov, David Pinto, Alexander F. Gelbukh:
Graph Based Approach for the Question Answering Task Based on Entrance Exams. CLEF (Working Notes) 2014: 1395-1403 - [c44]Helena Gómez-Adorno
, David Pinto
, Manuel Montes-y-Gómez, Grigori Sidorov, Rodrigo Alfaro
:
Content and Style Features for Automatic Detection of Users' Intentions in Tweets. IBERAMIA 2014: 120-128 - [c43]Jorge Victor Carrera Trejo
, Grigori Sidorov, Marco Moreno-Ibarra, Sabino Miranda-Jiménez, Rodrigo Cadena Martínez
:
Using Soft Similarity in Multi-label Classification for Reuters-21578 Corpus. MICAI (Special Sessions) 2014: 3-8 - [c42]Juan Pablo Posadas-Durán, Grigori Sidorov, Ildar Z. Batyrshin:
Complete Syntactic N-grams as Style Markers for Authorship Attribution. MICAI (1) 2014: 9-17 - 2013
- [c41]Grigori Sidorov, Francisco Velasquez, Efstathios Stamatatos
, Alexander F. Gelbukh
, Liliana Chanona-Hernández:
Syntactic Dependency-Based N-grams: More Evidence of Usefulness in Classification. CICLing (1) 2013: 13-24 - [c40]Grigori Sidorov, Anubhav Gupta, Martin Tozer, Dolors Català, Angels Catena, Sandrine Fuentes:
Rule-based System for Automatic Grammar Correction Using Syntactic N-grams for English Language Learning (L2). CoNLL Shared Task 2013: 96-101 - [c39]Sabino Miranda-Jiménez
, Alexander F. Gelbukh
, Grigori Sidorov:
Summarizing Conceptual Graphs for Automatic Summarization Task. ICCS 2013: 245-253 - [c38]Francisco Viveros Jiménez, Alexander F. Gelbukh
, Grigori Sidorov:
Simple Window Selection Strategies for the Simplified Lesk Algorithm for Word Sense Disambiguation. MICAI (1) 2013: 217-227 - 2012
- [c37]Grigori Sidorov, Sabino Miranda-Jiménez
, Francisco Viveros Jiménez, Alexander F. Gelbukh
, Noé Alejandro Castro-Sánchez
, Francisco Velasquez, Ismael Díaz-Rangel, Sergio Suárez Guerra, Alejandro Treviño, Juan Gordon:
Empirical Study of Machine Learning Based Approach for Opinion Mining in Tweets. MICAI (1) 2012: 1-14 - [c36]Grigori Sidorov, Francisco Velasquez, Efstathios Stamatatos
, Alexander F. Gelbukh
, Liliana Chanona-Hernández:
Syntactic Dependency-Based N-grams as Classification Features. MICAI (2) 2012: 1-11 - 2011
- [c35]Noé Alejandro Castro-Sánchez
, Grigori Sidorov:
Automatic Acquisition of Synonyms of Verbs from an Explanatory Dictionary Using Hyponym and Hyperonym Relations. MCPR 2011: 322-331 - [c34]Grigori Sidorov, Juve Andrea Herrera-de-la-Cruz, Sofía N. Galicia-Haro, Juan Pablo Posadas-Durán, Liliana Chanona-Hernández:
Heuristic Algorithm for Extraction of Facts Using Relational Model and Syntactic Data. MICAI (1) 2011: 328-337 - 2010
- [c33]Grigori Sidorov, Alberto Barrón-Cedeño, Paolo Rosso:
English-Spanish Large Statistical Dictionary of Inflectional Forms. LREC 2010 - [c32]Noé Alejandro Castro-Sánchez
, Grigori Sidorov:
Analysis of Definitions of Verbs in an Explanatory Dictionary for Automatic Extraction of Actants Based on Detection of Patterns. NLDB 2010: 233-239 - [c31]Alexander F. Gelbukh
, Grigori Sidorov, Eduardo Lavin-Villa, Liliana Chanona-Hernández:
Automatic Term Extraction Using Log-Likelihood Based Comparison with General Reference Corpus. NLDB 2010: 248-255 - 2009
- [c30]Eduardo Cendejas, Grettel Barceló, Alexander F. Gelbukh
, Grigori Sidorov:
Incorporating Linguistic Information to Statistical Word-Level Alignment. CIARP 2009: 387-394 - [c29]Grettel Barceló, Eduardo Cendejas, Grigori Sidorov, Igor A. Bolshakov:
Formal Grammar for Hispanic Named Entities Analysis. CICLing 2009: 183-194 - [c28]Grigori Sidorov, Obdulia Pichardo-Lagunas, Liliana Chanona-Hernández:
Search Interface to a Mayan Glyph Database Based on Visual Characteristics. NLDB 2009: 222-229 - [c27]Eduardo Cendejas, Grettel Barceló, Alexander F. Gelbukh
, Grigori Sidorov:
Hybrid Algorithm for Word-Level Alignment of Parallel Texts. NLDB 2009: 293-294 - 2008
- [c26]Alexander F. Gelbukh
, Grigori Sidorov, Diego Lara-Reyes, Liliana Chanona-Hernández:
Division of Spanish Words into Morphemes with a Genetic Algorithm. NLDB 2008: 19-26 - 2007
- [c25]Juan Javier González Barbosa
, Rodolfo A. Pazos Rangel, Alexander F. Gelbukh
, Grigori Sidorov, Héctor J. Fraire H., I. Cristina Cruz C.:
Prepositions and Conjunctions in a Natural Language Interfaces to Databases. ISPA Workshops 2007: 173-182 - [c24]Alexander F. Gelbukh
, Grigori Sidorov, Liliana Chanona-Hernández:
Lexical-Based Alignment for Reconstruction of Structure in Parallel Texts. NLDB 2007: 401-406 - 2006
- [c23]Alexander F. Gelbukh
, Grigori Sidorov:
Alignment of Paragraphs in Bilingual Texts Using Bilingual Dictionaries and Dynamic Programming. CIARP 2006: 824-833 - [c22]María de los Ángeles Alonso-Lavernia, Argelio De-la-Cruz-Rivera, Grigori Sidorov:
Generation of Natural Language Explanations of Rules in an Expert System. CICLing 2006: 311-314 - [c21]Alexander F. Gelbukh
, Grigori Sidorov, José Ángel Vera-Félix:
A Bilingual Corpus of Novels Aligned at Paragraph Level. FinTAL 2006: 16-23 - [c20]Alexander F. Gelbukh
, Grigori Sidorov, José Ángel Vera-Félix:
Paragraph-Level Alignment of an English-Spanish Parallel Corpus of Fiction Texts Using Bilingual Dictionaries. TSD 2006: 61-67 - 2005
- [c19]Rodolfo A. Pazos Rangel, Joaquín Pérez Ortega, Juan Javier González Barbosa
, Alexander F. Gelbukh
, Grigori Sidorov, Myriam J. Rodríguez M.:
A Domain Independent Natural Language Interface to Databases Capable of Processing Complex Queries. MICAI 2005: 833-842 - [c18]Alexander F. Gelbukh
, Grigori Sidorov, Sang-Yong Han:
On Some Optimization Heuristics for Lesk-Like WSD Algorithms. NLDB 2005: 402-405 - 2004
- [c17]Alexander F. Gelbukh
, Grigori Sidorov, Sang-Yong Han, Erika Hernández-Rubio
:
Automatic Syntactic Analysis for Detection of Word Combinations. CICLing 2004: 243-247 - [c16]Alexander F. Gelbukh
, Grigori Sidorov, Sang-Yong Han, Erika Hernández-Rubio
:
Automatic Enrichment of Very Large Dictionary of Word Combinations on the Basis of Dependency Formalism. MICAI 2004: 430-437 - 2003
- [c15]Alexander F. Gelbukh
, Grigori Sidorov:
Approach to Construction of Automatic Morphological Analysis Systems for Inflective Languages with Little Effort. CICLing 2003: 215-220 - [c14]Yoel Ledo Mezquita, Grigori Sidorov, Alexander F. Gelbukh
:
Tool for Computer-Aided Spanish Word Sense Disambiguation. CICLing 2003: 277-280 - [c13]Alexander F. Gelbukh
, Grigori Sidorov, Sang-Yong Han, Liliana Chanona-Hernández:
Automatic Evaluation of Quality of an Explanatory Dictionary by Comparison of Word Senses. Ershov Memorial Conference 2003: 556-562 - 2002
- [c12]Alexander F. Gelbukh
, Grigori Sidorov, Liliana Chanona-Hernández:
Compilation of a Spanish Representative Corpus. CICLing 2002: 285-288 - [c11]Alexander F. Gelbukh
, Grigori Sidorov:
Automatic Selection of Defining Vocabulary in an Explanatory Dictionary. CICLing 2002: 300-303 - [c10]Alexander F. Gelbukh
, Grigori Sidorov, Adolfo Guzmán-Arenas
:
Relational Data Model in Document Hierarchical Indexing. PorTAL 2002: 259-262 - 2001
- [c9]Alexander F. Gelbukh
, Grigori Sidorov:
Zipf and Heaps Laws' Coefficients Depend on Language. CICLing 2001: 332-335 - [c8]Alexander F. Gelbukh, Grigori Sidorov, Adolfo Guzmán-Arenas:
Document Indexing With a Concept Hierarchy. NDDL 2001: 47-54 - [c7]Grigori Sidorov, Alexander F. Gelbukh
:
Automatic detection of semantically primitive words using their reachability in an explanatory dictionary. SMC 2001: 1683-1687 - [c6]Grigori Sidorov, Alexander F. Gelbukh:
Word Sense Disambiguation in a Spanish Explanatory Dictionary. TALN (Posters) 2001: 393-398 - 2000
- [c5]Alexander F. Gelbukh
, Grigori Sidorov, Igor A. Bolshakov:
Coherence Maintenance in Human-Machine Dialogue: Indirect Antecedents and Ellipses. DEXA Workshop 2000: 96-102 - [c4]Alexander F. Gelbukh
, Grigori Sidorov, Igor A. Bolshakov:
Dictionary-Based Method for Coherence Maintenance in Man-Machine Dialogue with Indirect Antecedents and Ellipses. TSD 2000: 357-362 - 1999
- [c3]Alexander F. Gelbukh
, Grigori Sidorov, Adolfo Guzmán-Arenas
:
Document Comparison with a Weighted Topic Hierarchy. DEXA Workshop 1999: 566-570 - [c2]Alexander F. Gelbukh
, Grigori Sidorov, Adolfo Guzmán-Arenas
:
A Method of Describing Document Contents through Topic Selection. SPIRE/CRIWG 1999: 73-80 - [c1]Alexander F. Gelbukh
, Grigori Sidorov, Adolfo Guzmán-Arenas
:
Use of a Weighted Topic Hierarchy for Document Classification. TSD 1999: 133-138
Parts in Books or Collections
- 2020
- [p1]Grigori Sidorov, Rodolfo A. Pazos Rangel, José A. Martínez F., Juan Martín Carpio
, Alan G. Aguirre L.:
Configuration Module for Treating Design Anomalies in Databases for a Natural Language Interface to Databases. Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms 2020: 703-714
Editorship
- 2021
- [e11]Ildar Z. Batyrshin
, Alexander F. Gelbukh
, Grigori Sidorov
:
Advances in Computational Intelligence - 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Mexico City, Mexico, October 25-30, 2021, Proceedings, Part I. Lecture Notes in Computer Science 13067, Springer 2021, ISBN 978-3-030-89816-8 [contents] - [e10]Ildar Z. Batyrshin
, Alexander F. Gelbukh
, Grigori Sidorov
:
Advances in Soft Computing - 20th Mexican International Conference on Artificial Intelligence, MICAI 2021, Mexico City, Mexico, October 25-30, 2021, Proceedings, Part II. Lecture Notes in Computer Science 13068, Springer 2021, ISBN 978-3-030-89819-9 [contents] - 2017
- [e9]Grigori Sidorov, Oscar Herrera-Alcántara:
Advances in Computational Intelligence - 15th Mexican International Conference on Artificial Intelligence, MICAI 2016, Cancún, Mexico, October 23-28, 2016, Proceedings, Part I. Lecture Notes in Computer Science 10061, Springer 2017, ISBN 978-3-319-62433-4 [contents] - 2016
- [e8]Grigori Sidorov, Oscar Herrera-Alcántara, Sabino Miranda-Jiménez, Obdulia Pichardo-Lagunas:
Fifteenth Mexican International Conference on Artificial Intelligence, MICAI 2016 Special Session, Cancun, Mexico, October 23-29, 2016. IEEE Computer Society 2016, ISBN 978-1-5386-7735-3 [contents] - 2015
- [e7]Grigori Sidorov, Sofía N. Galicia-Haro:
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. Lecture Notes in Computer Science 9413, Springer 2015, ISBN 978-3-319-27059-3 [contents] - [e6]Grigori Sidorov, Sofía N. Galicia-Haro, Obdulia Pichardo-Lagunas, Oscar Herrera-Alcántara, Gustavo Arroyo-Figueroa:
Fourteenth Mexican International Conference on Artificial Intelligence, MICAI 2015, Cuernavaca, Mexico, October 25-31, 2015. IEEE Computer Society 2015, ISBN 978-1-5090-0322-8 [contents] - 2011
- [e5]Ildar Z. Batyrshin, Grigori Sidorov:
Advances in Artificial Intelligence - 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Puebla, Mexico, November 26 - December 4, 2011, Proceedings, Part I. Lecture Notes in Computer Science 7094, Springer 2011, ISBN 978-3-642-25323-2 [contents] - [e4]Ildar Z. Batyrshin, Grigori Sidorov:
Advances in Soft Computing - 10th Mexican International Conference on Artificial Intelligence, MICAI 2011, Puebla, Mexico, November 26 - December 4, 2011, Proceedings, Part II. Lecture Notes in Computer Science 7095, Springer 2011, ISBN 978-3-642-25329-4 [contents] - 2010
- [e3]Grigori Sidorov, Arturo Hernández Aguirre, Carlos A. Reyes García:
Advances in Artificial Intelligence - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Proceedings, Part I. Lecture Notes in Computer Science 6437, Springer 2010, ISBN 978-3-642-16760-7 [contents] - [e2]Grigori Sidorov, Arturo Hernández Aguirre, Carlos A. Reyes García:
Advances in Soft Computing - 9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Proceedings, Part II. Lecture Notes in Computer Science 6438, Springer 2010, ISBN 978-3-642-16772-0 [contents] - [e1]Grigori Sidorov, Arturo Hernández Aguirre, Carlos A. Reyes García:
9th Mexican International Conference on Artificial Intelligence, MICAI 2010, Pachuca, Mexico, November 8-13, 2010, Special Sessions, Revised Papers. IEEE Computer Society 2010, ISBN 978-0-7695-4284-3 [contents]
Informal and Other Publications
- 2024
- [i27]Abdul Gafar Manuel Meque, Jason Angel, Grigori Sidorov, Alexander F. Gelbukh:
Leveraging the power of transformers for guilt detection in text. CoRR abs/2401.07414 (2024) - [i26]Sabur Butt, Fazlourrahman Balouchzahi, Abdul Gafar Manuel Meque, Maaz Amjad, Héctor Gibrán Ceballos-Cancino, Grigori Sidorov, Alexander F. Gelbukh:
GuReT: Distinguishing Guilt and Regret related Text. CoRR abs/2401.16541 (2024) - [i25]Moein Shahiki Tash, Zahra Ahani, Olga Kolesnikova, Grigori Sidorov:
Analyzing Emotional Trends from X platform using SenticNet: A Comparative Analysis with Cryptocurrency Price. CoRR abs/2405.03084 (2024) - [i24]Jason Angel, Segun Taofeek Aroyehun, Grigori Sidorov, Alexander F. Gelbukh:
A multitask learning framework for leveraging subjectivity of annotators to identify misogyny. CoRR abs/2406.15869 (2024) - [i23]Jesús Armenta-Segura, Grigori Sidorov:
Anime Popularity Prediction Before Huge Investments: a Multimodal Approach Using Deep Learning. CoRR abs/2406.16961 (2024) - 2023
- [i22]Abdul Gafar Manuel Meque, Nisar Hussain, Grigori Sidorov, Alexander F. Gelbukh:
Guilt Detection in Text: A Step Towards Understanding Complex Emotions. CoRR abs/2303.03510 (2023) - [i21]Olumide Ebenezer Ojo, Hoang Thang Ta
, Alexander F. Gelbukh, Hiram Calvo, Olaronke Oluwayemisi Adebanji, Grigori Sidorov:
Transformer-based approaches to Sentiment Detection. CoRR abs/2303.07292 (2023) - [i20]Atnafu Lambebo Tonja, Christian Efraín Maldonado Sifuentes, David Alejandro Mendoza Castillo
, Olga Kolesnikova, Noé Alejandro Castro-Sánchez, Grigori Sidorov, Alexander F. Gelbukh:
Parallel Corpus for Indigenous Language Translation: Spanish-Mazatec and Spanish-Mixtec. CoRR abs/2305.17404 (2023) - [i19]Atnafu Lambebo Tonja, Hellina Hailu Nigatu, Olga Kolesnikova, Grigori Sidorov, Alexander F. Gelbukh, Jugal Kalita:
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models. CoRR abs/2305.17406 (2023) - [i18]Yevhen Kostiuk, Atnafu Lambebo Tonja, Grigori Sidorov, Olga Kolesnikova:
Automatic Translation of Hate Speech to Non-hate Speech in Social Media Texts. CoRR abs/2306.01261 (2023) - [i17]Yevhen Kostiuk, Grigori Sidorov, Olga Kolesnikova:
SpaDeLeF: A Dataset for Hierarchical Classification of Lexical Functions for Collocations in Spanish. CoRR abs/2311.04189 (2023) - 2022
- [i16]Iqra Ameer, Muhammad Arif, Grigori Sidorov, Helena Gómez-Adorno, Alexander F. Gelbukh:
Mental Illness Classification on Social Media Texts using Deep Learning and Transfer Learning. CoRR abs/2207.01012 (2022) - [i15]Maaz Amjad, Sabur Butt
, Hamza Imam Amjad, Alisa Zhila, Grigori Sidorov, Alexander F. Gelbukh:
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2021. CoRR abs/2207.05133 (2022) - [i14]Maaz Amjad, Sabur Butt
, Hamza Imam Amjad, Grigori Sidorov, Alisa Zhila, Alexander F. Gelbukh:
UrduFake@FIRE2021: Shared Track on Fake News Identification in Urdu. CoRR abs/2207.05144 (2022) - [i13]Germán Ortiz, Gemma Bel Enguix, Helena Gómez-Adorno, Iqra Ameer, Grigori Sidorov:
Job Offers Classifier using Neural Networks and Oversampling Methods. CoRR abs/2207.06223 (2022) - [i12]Maaz Amjad, Alisa Zhila, Grigori Sidorov, Andrey Labunets, Sabur Butt
, Hamza Imam Amjad, Oxana Vitman, Alexander F. Gelbukh:
Overview of Abusive and Threatening Language Detection in Urdu at FIRE 2021. CoRR abs/2207.06710 (2022) - [i11]Maaz Amjad, Grigori Sidorov, Alisa Zhila, Alexander F. Gelbukh, Paolo Rosso:
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020. CoRR abs/2207.11893 (2022) - [i10]Maaz Amjad, Grigori Sidorov, Alisa Zhila, Alexander F. Gelbukh, Paolo Rosso:
UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu. CoRR abs/2207.12406 (2022) - [i9]Hoang Thang Ta
, Alexander F. Gelbukh, Grigori Sidorov:
Mapping Process for the Task: Wikidata Statements to Text as Wikipedia Sentences. CoRR abs/2210.12659 (2022) - [i8]Fazlourrahman Balouchzahi, Grigori Sidorov, Alexander F. Gelbukh:
PolyHope: Dataset Creation for a Two-Level Hope Speech Detection Task from Tweets. CoRR abs/2210.14136 (2022) - [i7]Tadesse Destaw Belay, Atnafu Lambebo Tonja, Olga Kolesnikova, Seid Muhie Yimam, Abinew Ali Ayele, Silesh Bogale Haile, Grigori Sidorov, Alexander F. Gelbukh:
The Effect of Normalization for Bi-directional Amharic-English Neural Machine Translation. CoRR abs/2210.15224 (2022) - [i6]H. L. Shashirekha, Fazlourrahman Balouchzahi, M. D. Anusha, Grigori Sidorov:
CoLI-Machine Learning Approaches for Code-mixed Language Identification at the Word Level in Kannada-English Texts. CoRR abs/2211.09847 (2022) - [i5]Oxana Vitman, Yevhen Kostiuk, Grigori Sidorov, Alexander F. Gelbukh:
Sarcasm Detection Framework Using Emotion and Sentiment Features. CoRR abs/2211.13014 (2022) - [i4]Atnafu Lambebo Tonja, Mesay Gemeda Yigezu, Olga Kolesnikova, Moein Shahiki Tash, Grigori Sidorov, Alexander F. Gelbukh:
Transformer-based Model for Word Level Language Identification in Code-mixed Kannada-English Texts. CoRR abs/2211.14459 (2022) - [i3]Fazlourrahman Balouchzahi, Sabur Butt
, Grigori Sidorov, Alexander F. Gelbukh:
ReDDIT: Regret Detection and Domain Identification from Text. CoRR abs/2212.07549 (2022) - 2021
- [i2]Sabur Butt, Shakshi Sharma, Rajesh Sharma, Grigori Sidorov, Alexander F. Gelbukh:
What goes on inside rumour and non-rumour tweets and their reactions: A Psycholinguistic Analyses. CoRR abs/2112.03003 (2021) - 2017
- [i1]Ignacio Arroyo-Fernández, Carlos-Francisco Méndez-Cruz, Gerardo Sierra, Juan-Manuel Torres-Moreno, Grigori Sidorov:
Unsupervised Sentence Representations as Word Information Series: Revisiting TF-IDF. CoRR abs/1710.06524 (2017)
Coauthor Index
aka: Carolina Martín del Campo Rodríguez
aka: David Pinto Avendaño
aka: Juan Pablo Francisco Posadas-Durán
aka: Miguel A. Sanchez-Perez
aka: H. L. Shashirekha
![](https://dblp.dagstuhl.de/img/cog.dark.24x24.png)
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