Keywords:
- Age prediction
- Alzheimer's disease
- Author profiling
- Bag OF Words
- BERT
- Computational linguistics
- Contextual Adaptation
- Cross-modal Attentio
- Cross-modal Attention
- deep learning
- depression detection
- finite-state transducers
- Gender prediction
- GPU decoding
- Graph Neural Networks
- health care
- Human-Computer Interaction
- Inter-pretable Models
- Interpretability
- Interpretable Models
- Language Production
- limited training data
- Location prediction
- machine learning
- Mental Lexicon
- Mexican Tourist Text
- Multi-modal Approach
- multimodal analysis
- Multimodal classification
- natural language porcessing
- Natural language processing
- node weighted graphs
- Occupation prediction
- online speech recognition
- Operant Motive Test
- Psycholinguistics
- Raw Speech
- real-time speech recognition
- Recommendation System
- Sentiment Analysis
- Sexual predators identification
- social media analysis
- speech recognition
- Spoken Language Understanding
- Supervised Autoencoders
- Text classification
- Text Information Organization Schemes
- Text Mining
- Text Representation
- Word Consensus Networks
Publications of Esaú VILLATORO-TELLO
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2023
| A lexical-availability-based framework from short communications for automatic personality identification, , , , and , in: Cognitive Systems Research, 79:126-137, 2023 |
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| Effectiveness of Text, Acoustic, and Lattice-based representations in Spoken Language Understanding tasks, , , , , , , , and , in: Proceedings of the 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, 2023 |
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| Implementing contextual biasing in GPU decoder for online ASR, , , , , , and , Idiap-RR-02-2023 |
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| Implementing contextual biasing in GPU decoder for online ASR, , , , , , and , in: Proc. Interspeech 2023, 2023 |
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| Intelligent Technologies: Concepts, Applications, and Future Directions, Volume 2, and , Springer, volume 1098, 2023 |
[DOI] |
| Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews, , , and , Idiap-RR-03-2023 |
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| Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews, , , and , in: Proceedings of Interspeech, 2023 |
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2022
| Applying Attention Based Models for Detecting Cognitive Processes and Mental Health Conditions, , , and , Idiap-RR-01-2022 |
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| Classifying the Social Media Author Profile Through a Multimodal Representation, , , and , in: Intelligent Technologies: Concepts, Applications, and Future Directions. Studies in Computational Intelligence, Springer, 2022 |
[DOI] [URL] |
| Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings, , , , and , Idiap-RR-06-2022 |
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| Expanded Lattice Embeddings for Spoken Document Retrieval on Informal Meetings, , , , and , in: Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, 2022 |
[DOI] |
| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, , , , , , and , Idiap-RR-13-2022 |
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| IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach, , , , , , and , in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022 |
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| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model, , , , , , and , Idiap-RR-12-2022 |
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| IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model, , , , , , and , in: The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022), 2022 |
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| Leveraging Events Sub-Categories for Violent-Events Detection in Social Media, , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), 2022 |
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| Natural Language Processing in Healthcare, , , , and , Taylor & Francis Groups, 2022 |
[DOI] [URL] |
| The Winning Approach for the Recommendation Systems Shared Task @REST_MEX 2022, , , , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022), 2022 |
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2021
| Analysis of Vector Representations in Maintenance Logs in the Industry: Towards an Information Retrieval System, , , and , in: Journal of Research in Computing Science, 2021 |
| Applying Attention-Based Models for Detecting Cognitive Processes and Mental Health Conditions, , , and , in: Cognitive Computation:18, 2021 |
[DOI] [URL] |
| Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection, , , , and , Idiap-RR-19-2021 |
| Approximating the Mental Lexicon from Clinical Interviews as a Support Tool for Depression Detection, , , , and , in: Proceedings of the 2021 International Conference on Multimodal Interaction, ACM, 2021 |
[DOI] |
| Automatic Dialect Detection for Low Resource Santali Language, , , , , and , in: Proceeding of International Conference on Information Technology (OCIT), 2021 |
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| BertOdia: BERT pre-training for low resource Odia language, , , , , and , Idiap-RR-16-2021 |
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| Broadcast Media Content Categorization Using Low-Resolution Concepts, , , , and , Idiap-RR-06-2021 |
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| CHALLENGES IN BROADCAST MEDIA CONTENT CATEGORIZATION, , and , Idiap-RR-02-2021 |
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| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , Idiap-RR-09-2021 |
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| Late Fusion of the Available Lexicon and Raw Waveform-based Acoustic Modeling for Depression and Dementia Recognition, , , , , and , in: Proceedings of Interspeech 2021, ISCA-International Speech Communication Association 2021, 2021 |
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| Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution), , , , , , , , and , Idiap-RR-07-2021 |
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| Open Machine Translation for Low Resource South American Languages (AmericasNLP 2021 Shared Task Contribution), , , , , , , , and , in: Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas, pages 218–223, Association for Computational Linguistics, 2021 |
[DOI] [URL] |
| Topic analysis and tracking from Mexico's President daily press briefing, , and , in: Journal of Research in Computing Science, 2021 |
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2020
| Author Profiling in Social Media with Multimodal Information., , , and , in: In Journal of Computacion y Sistemas (CyS), 24(3), 2020 |
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| BertAA: BERT fine-tuning for Authorship Attribution, , , and , in: Proceedings of the 17th International Conference on Natural Language Processing, 2020 |
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| Detection of Similar Languages and Dialects Using Deep Supervised Autoencoders, , , , and , in: Proceedings of the 17th International Conference on Natural Language Processing, 2020 |
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| Idiap & UAM participation at GermEval 2020: Classification and Regression of Cognitive and Motivational Style from Text, , , , and , in: Proceedings of the GermEval 2020 Shared Task on the Classification and Regression of Cognitive and Motivational style from Text, 2020 |
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| Idiap and UAM Participation at MEX-A3T Evaluation Campaign, , , , and , in: Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), pages 6, CEUR Workshop Proceedings, 2020 |
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| Idiap Submission to Swiss-German Language Detection Shared Task, , , , and , Idiap-RR-11-2020 |
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| Idiap Submission to Swiss-German Language Detection Shared Task, , , , and , in: Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS), CEUR Workshop Proceedings, 2020 |
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| Inferring Highly-dense Representations for Clustering Broadcast Media Content, , , and , in: The Prague Bulletin of Mathematical Linguistics, 2020 |
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