Esaú Villatoro Tello

2026

• [C1]Unifying Global and Near-Context Biasing in a Single Trie Pass
  Conferencia · Lecture Notes in Computer Science · 2026 · Vol. 16029 LNAI · pp. 170-181
  Thorbecke I.; Villatoro-Tello E.; Zuluaga J.P.; Kumar S.; Burdisso S.; Rangappa P.; Carofilis A.; Madikeri S.; Motlicek P.; Pandia K.; Hacioğlu K.; Stolcke A.
  DOIhttps://doi.org/10.1007%2F978-3-032-02548-7_15

2025

• [C2]Efficient Data Selection for Domain Adaptation of ASR Using Pseudo-Labels and Multi-Stage Filtering
  Conferencia · Proceedings of the Annual Conference of the International Speech Communication Association Interspeech · 2025 · pp. 4928-4932
  Rangappa P.; Carofilis A.; Prakash J.; Kumar S.; Burdisso S.; Madikeri S.; Villatoro-Tello E.; Sharma B.; Motlicek P.; Hacioglu K.; Venkatesan S.; Vyas S.; Stolcke A.
  DOIhttps://doi.org/10.21437%2FInterspeech.2025-2580
• [C3]Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering
  Conferencia · Proceedings of the Annual Conference of the International Speech Communication Association Interspeech · 2025 · pp. 3618-3622
  Carofilis A.; Rangappa P.; Madikeri S.; Kumar S.; Burdisso S.; Prakash J.; Villatoro-Tello E.; Motlicek P.; Sharma B.; Hacioglu K.; Venkatesan S.; Vyas S.; Stolcke A.
  DOIhttps://doi.org/10.21437%2FInterspeech.2025-2601
• [C4]Speech Data Selection for Efficient ASR Fine-Tuning using Domain Classifier and Pseudo-Label Filtering
  Conferencia · ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · 2025 · Citas: 3
  Rangappa P.; Zuluaga-Gomez J.; Madikeri S.; Carofilis A.; Prakash J.; Burdisso S.; Kumar S.; Villatoro-Tello E.; Nigmatulina I.; Motlicek P.; Pandia K.; Ganapathiraju A.
  DOIhttps://doi.org/10.1109%2FICASSP49660.2025.10888138
• [C5]Performance Evaluation of SLAM-ASR: The Good, the Bad, the Ugly, and the Way Forward
  Conferencia · 2025 IEEE International Conference on Acoustics Speech and Signal Processing Workshops Icasspw 2025 Workshop Proceedings · 2025 · Citas: 1
  Kumar S.; Thorbecke I.; Burdisso S.; Villatoro-Tello E.; Manjunath M.E.; Hacioglu K.; Rangappa P.; Motlicek P.; Ganapathiraju A.; Stolcke A.
  DOIhttps://doi.org/10.1109%2FICASSPW65056.2025.11010998
• [C6]XLSR-Transducer: Streaming ASR for Self-Supervised Pretrained Models
  Conferencia · ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · 2025 · Citas: 1
  Kumar S.; Madikeri S.; Zuluaga-Gomez J.; Villatoro-Tello E.; Thorbecke I.; Motlicek P.; Manjunath K.E.; Ganapathiraju A.
  DOIhttps://doi.org/10.1109%2FICASSP49660.2025.10888110

2024

• [A1]Natural Language Understanding for Navigation of Service Robots in Low-Resource Domains and Languages: Scenarios in Spanish and Nahuatl
  Artículo · Mathematics · 2024 · Vol. 12 · Núm. 8 · Citas: 3
  Hernández A.; Ortega-Mendoza R.M.; Villatoro-Tello E.; Camacho-Bello C.J.; Pérez-Cortés O.
  DOIhttps://doi.org/10.3390%2Fmath12081136
• [C7]Fast Streaming Transducer ASR Prototyping via Knowledge Distillation with Whisper
  Conferencia · Emnlp 2024 2024 Conference on Empirical Methods in Natural Language Processing Findings of Emnlp 2024 · 2024 · pp. 16747-16762
  Thorbecke I.; Zuluaga-Gomez J.; Villatoro-Tello E.; Kumar S.; Rangappa P.; Burdisso S.; Motlicek P.; Pandia K.; Ganapathiraju A.
  DOIhttps://doi.org/10.18653%2Fv1%2F2024.findings-emnlp.976
• [C8]TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR
  Conferencia · Emnlp 2024 2024 Conference on Empirical Methods in Natural Language Processing Proceedings of the Conference · 2024 · pp. 20988-20995
  Kumar S.; Madikeri S.; Zuluaga-Gomez J.; Thorbecke I.; Villatoro-Tello E.; Burdisso S.; Motlicek P.; Pandia K.; Ganapathiraju A.
  DOIhttps://doi.org/10.18653%2Fv1%2F2024.emnlp-main.1167
• [C9]Probability-Aware Word-Confusion-Network-To-Text Alignment Approach for Intent Classification
  Conferencia · ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · 2024 · pp. 12617-12621
  Villatoro-Tello E.; Madikeri S.; Sharma B.; Khalil D.; Kumar S.; Nigmatulina I.; Motlicek P.; Ganapathiraju A.
  DOIhttps://doi.org/10.1109%2FICASSP48485.2024.10445934
• [C10]Multitask Speech Recognition and Speaker Change Detection for Unknown Number of Speakers
  Conferencia · ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · 2024 · pp. 12592-12596 · Citas: 1
  Kumar S.; Madikeri S.; Nigmatulina I.; Villatoro-Tello E.; Motlicek P.; Pandia K.; Pavankumar Dubagunta S.; Ganapathiraju A.
  DOIhttps://doi.org/10.1109%2FICASSP48485.2024.10446130
• [C11]DAIC-WOZ: On the Validity of Using the Therapist’s prompts in Automatic Depression Detection from Clinical Interviews
  Conferencia · Clinicalnlp 2024 6th Workshop on Clinical Natural Language Processing Proceedings of the Workshop · 2024 · pp. 82-90 · Citas: 2
  Burdisso S.; Reyes-Ramírez E.A.; Villatoro-Tello E.; Sánchez-Vega F.; Pastor López-Monroy A.; Motlicek P.
• [C12]Reliability Estimation of News Media Sources: Birds of a Feather Flock Together
  Conferencia · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics Human Language Technologies Naacl 2024 · 2024 · Vol. 1 · pp. 6893-6911 · Citas: 1
  Burdisso S.; Sánchez-Cortés D.; Villatoro-Tello E.; Motlicek P.
  DOIhttps://doi.org/10.18653%2Fv1%2F2024.naacl-long.383
• [C13]Mapping the Media Landscape: Predicting Factual Reporting and Political Bias Through Web Interactions
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2024 · Vol. 14958 LNCS · pp. 127-138
  Sánchez-Cortés D.; Burdisso S.; Villatoro-Tello E.; Motlicek P.
  DOIhttps://doi.org/10.1007%2F978-3-031-71736-9_7

2023

• [A2]A lexical-availability-based framework from short communications for automatic personality identification
  Artículo · Cognitive Systems Research · 2023 · Vol. 79 · pp. 126-137 · Citas: 6
  Ramírez-de-la-Rosa G.; Jiménez-Salazar H.; Villatoro-Tello E.; Reyes-Meza V.; Rojas-Avila J.
  DOIhttps://doi.org/10.1016%2Fj.cogsys.2023.01.006
• [C14]Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks
  Conferencia · ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings · 2023 · Vol. 2023-June · Citas: 2
  Villatoro-Tello E.; Madikeri S.; Zuluaga-Gomez J.; Sharma B.; Saeed Sarfjoo S.; Nigmatulina I.; Motlicek P.; Ivanov A.V.; Ganapathiraju A.
  DOIhttps://doi.org/10.1109%2FICASSP49357.2023.10095168
• [C15]Implementing contextual biasing in GPU decoder for online ASR
  Conferencia · Proceedings of the Annual Conference of the International Speech Communication Association Interspeech · 2023 · Vol. 2023-August · pp. 4494-4498 · Citas: 3
  Nigmatulina I.; Madikeri S.; Villatoro-Tello E.; Motlicek P.; Zuluaga-Gomez J.; Pandia K.; Ganapathiraju A.
  DOIhttps://doi.org/10.21437%2FInterspeech.2023-2449
• [C16]Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews
  Conferencia · Proceedings of the Annual Conference of the International Speech Communication Association Interspeech · 2023 · Vol. 2023-August · pp. 3617-3621 · Citas: 12
  Burdisso S.; Villatoro-Tello E.; Madikeri S.; Motlicek P.
  DOIhttps://doi.org/10.21437%2FInterspeech.2023-1923
• [C17]Enhancing Multi-modal Classification of Violent Events using Image Captioning
  Conferencia · Ceur Workshop Proceedings · 2023 · Vol. 3496 · Citas: 1
  Vallejo-Aldana D.; López-Monroy A.P.; Villatoro-Tello E.

2022

• [C18]Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings
  Conferencia · SIGIR 2022 Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval · 2022 · pp. 2669-2674 · Citas: 3
  Villatoro-Tello E.; Madikeri S.; Motlicek P.; Ganapathiraju A.; Ivanov A.V.
  DOIhttps://doi.org/10.1145%2F3477495.3531921
• [C19]BertOdia: BERT Pre-training for Low Resource Odia Language
  Conferencia · Smart Innovation Systems and Technologies · 2022 · Vol. 271 · pp. 345-355 · Citas: 2
  Parida S.; Biswal S.P.; Nayak B.N.; Fabien M.; Villatoro-Tello E.; Motlicek P.; Dash S.R.
  DOIhttps://doi.org/10.1007%2F978-981-16-8739-6_32
• [C20]IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model
  Conferencia · Case 2022 5th Workshop on Challenges and Applications of Automated Extraction of Socio Political Events from Text Proceedings of the Workshop · 2022 · pp. 70-78 · Citas: 3
  Fajcik M.; Singh M.; Zuluaga-Gomez J.; Villatoro-Tello E.; Burdisso S.; Motlicek P.; Smrz P.
• [C21]IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach
  Conferencia · Case 2022 5th Workshop on Challenges and Applications of Automated Extraction of Socio Political Events from Text Proceedings of the Workshop · 2022 · pp. 61-69 · Citas: 4
  Burdisso S.; Zuluaga-Gomez J.; Villatoro-Tello E.; Fajcik M.; Singh M.; Smrz P.; Motlicek P.
• [C22]The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3202 · Citas: 2
  Callejas-Hernández C.; Rivadeneira-Pérez E.; Sánchez-Vega F.; López-Monroy A.P.; Villatoro-Tello E.
• [E1]Preface
  Editorial · Studies in Computational Intelligence · 2022 · Vol. 1028 · pp. v-vii
  Dash S.R.; Lenka M.R.; Li K.C.; Villatoro-Tello E.
  DOIhttps://doi.org/10.4159%2Fharvard.9780674333321.prf
• [C23]Leveraging Events Sub-Categories for Violent-Events Detection in Social Media
  Conferencia · Ceur Workshop Proceedings · 2022 · Vol. 3202 · Citas: 4
  Vallejo-Aldana D.; López-Monroy A.P.; Villatoro-Tello E.

2021

• [C24]Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection
  Conferencia · Icmi 2021 Proceedings of the 2021 International Conference on Multimodal Interaction · 2021 · pp. 557-566 · Citas: 24
  Villatoro-Tello E.; Ramírez-De-La-Rosa G.; Gática-Pérez D.; Magimai.-Doss M.; Jiménez-Salazar H.
  DOIhttps://doi.org/10.1145%2F3462244.3479896
• [A3]Applying Attention-Based Models for Detecting Cognitive Processes and Mental Health Conditions
  Artículo · Cognitive Computation · 2021 · Vol. 13 · Núm. 5 · pp. 1154-1171 · Citas: 7
  Villatoro-Tello E.; Parida S.; Kumar S.; Motlicek P.
  DOIhttps://doi.org/10.1007%2Fs12559-021-09901-1
• [C25]Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution)
  Conferencia · Proceedings of the 1st Workshop on Natural Language Processing for Indigenous Languages of the Americas Americasnlp 2021 · 2021 · pp. 218-223 · Citas: 11
  Parida S.; Panda S.; Dash A.R.; Villatoro-Tello E.; Doğruöz A.S.; Ortega-Mendoza R.M.; Hernández A.; Sharma Y.; Motlicek P.
• [C26]Late fusion of the available lexicon and raw waveform-based acoustic modeling for depression and dementia recognition
  Conferencia · Proceedings of the Annual Conference of the International Speech Communication Association Interspeech · 2021 · Vol. 1 · pp. 161-165 · Citas: 9
  Villatoro-Tello E.; Dubagunta S.P.; Fritsch J.; Raḿirez-De-La-Rosa G.; Motlicek P.; Magimai.-Doss M.
  DOIhttps://doi.org/10.21437%2FInterspeech.2021-1288

2020

• [C27]Idiap submission to Swiss-German language detection shared task
  Conferencia · Ceur Workshop Proceedings · 2020 · Vol. 2624
  Parida S.; Villatoro-Tello E.; Kumar S.; Motlicek P.; Zhan Q.
• [C28]Idiap and uam participation at mex-a3t evaluation campaign
  Conferencia · Ceur Workshop Proceedings · 2020 · Vol. 2664 · pp. 252-257 · Citas: 2
  Villatoro-Tello E.; Ramírez-De-La-Rosa G.; Kumar S.; Parida S.; Motlicek P.
• [A4]Predicting consumers engagement on Facebook based on what and how companies write
  Artículo · Journal of Intelligent and Fuzzy Systems · 2020 · Vol. 39 · Núm. 2 · pp. 2365-2377 · Citas: 3
  Rosas-Quezada É.S.; Ramírez-De-La-Rosa G.; Villatoro-Tello E.
  DOIhttps://doi.org/10.3233%2FJIFS-179897

2019

• [C29]Attribute selection techniques for classification of aggressive tweets LyR-UAMC participation at MexA3T 2019 Task
  Conferencia · Ceur Workshop Proceedings · 2019 · Vol. 2421 · pp. 515-519 · Citas: 1
  Ramírez-De-La-Rosa G.; Villatoro-Tello E.; Jiménez-Salazar H.

2018

• [A5]Retrieving and classifying instances of source code plagiarism
  Artículo · Information Retrieval Journal · 2018 · Vol. 21 · Núm. 1 · pp. 1-23 · Citas: 20
  Ganguly D.; Jones G.J.F.; Ramírez-de-la-Cruz A.; Ramírez-de-la-Rosa G.; Villatoro-Tello E.
  DOIhttps://doi.org/10.1007%2Fs10791-017-9313-y
• [A6]TxPI-u: A resource for Personality Identification of undergraduates
  Artículo · Journal of Intelligent and Fuzzy Systems · 2018 · Vol. 34 · Núm. 5 · pp. 2991-3001 · Citas: 10
  Ramírez-De-La-Rosa G.; Villatoro-Tello E.; Jiménez-Salazar H.
  DOIhttps://doi.org/10.3233%2FJIFS-169484

2017

• [C30]A compact representation for cross-domain short text clustering
  Conferencia · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2017 · Vol. 10061 LNAI · pp. 16-26 · Citas: 1
  Núñez-Reyes A.; Villatoro-Tello E.; Ramírez-de-la-Rosa G.; Sánchez-Sánchez C.
  DOIhttps://doi.org/10.1007%2F978-3-319-62434-1_2
• [C31]UAM's participation at CLEF eRisk 2017 task: Towards modelling depressed bloggers
  Conferencia · Ceur Workshop Proceedings · 2017 · Vol. 1866 · Citas: 1
  Villatoro-Tello E.; Ramírez-De-la-rosa G.; Jiménez-Salazar H.

2016

• [C32]Profile-based approach for age and gender identification
  Conferencia · Ceur Workshop Proceedings · 2016 · Vol. 1609 · pp. 864-873 · Citas: 2
  Ucelay M.J.G.; Villegas M.P.; Funez D.G.; Cagnina L.C.; Errecalde M.L.; Ramirez-De-La-Rosa G.; Villatoro-Tello E.
• [O1]From dialogue corpora to dialogue systems: Generating a chatbot with teenager personality for preventing cyber-pedophilia
  ch · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2016 · Vol. 9924 LNCS · pp. 531-539 · Citas: 7
  Callejas-Rodríguez Á.; Villatoro-Tello E.; Meza I.; Ramírez-de-la-Rosa G.
  DOIhttps://doi.org/10.1007%2F978-3-319-45510-5_61

2015

• [C33]PAN@FIRE: Overview of CL-SOCO track on the detection of cross-language SOurce COde re-use
  Conferencia · Ceur Workshop Proceedings · 2015 · Vol. 1587 · pp. 1-5 · Citas: 5
  Flores E.; Rosso P.; Villatoro-Tello E.; Moreno L.; Alcover R.; Chirivella V.

2014

• [C34]On the detection of source code re-use
  Conferencia · ACM International Conference Proceeding Series · 2014 · Vol. 05-07-Dec-2014 · pp. 21-30 · Citas: 23
  Flores E.; Rosso P.; Moreno L.; Villatoro-Tello E.
  DOIhttps://doi.org/10.1145%2F2824864.2824878
• [C35]UAMCLyR at RepLab 2014: Author Profiling task∗ notebook for RepLab at CLEF 2014
  Conferencia · Ceur Workshop Proceedings · 2014 · Vol. 1180 · pp. 1547-1558 · Citas: 4
  Villatoro-Tello E.; Ramírez-De-La-Rosa G.; Sánchez-Sánchez C.; Jiménez-Salazar H.; Luna-Ramírez W.A.; Rodríguez-Lucatero C.
• [A7]Towards automatic detection of user influence in twitter by means of stylistic and behavioral features
  Artículo · Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics · 2014 · Vol. 8856 · pp. 245-256 · Citas: 20
  de-la-Ramírez-Rosa G.; Villatoro-Tello E.; Jiménez-Salazar H.; Sánchez-Sánchez C.

2013

• [C36]UAMCLyR at RepLab 2013: Profiling task: Notebook for RepLab at CLEF 2013
  Conferencia · Ceur Workshop Proceedings · 2013 · Vol. 1179
  Villatoro-Tello E.; Rodríguez-Lucatero C.; Sánchez-Sánchez C.; López-Monroy A.P.

2012

• [C37]A Two-step Approach for Effective Detection of Misbehaving Users in Chats
  Conferencia · Ceur Workshop Proceedings · 2012 · Vol. 1178 · Citas: 26
  Villatoro-Tello E.; Juárez-González A.; Escalante H.J.; Montes-Y-Gómez M.; Villaseñor-Pineda L.
• [C38]UAM at INEX 2012 Relevance Feedback Track: Using a probabilistic method for ranking refinement
  Conferencia · Ceur Workshop Proceedings · 2012 · Vol. 1178
  Villatoro-Tello E.; Sánchez-Sánchez C.; Jiménez-Salazar H.; Luna-Ramírez W.A.; Rodríguez-Lucatero C.