Keywords:
- Age prediction
- Alzheimer's disease
- Author profiling
- automatic speech recognition (ASR)
- Bag OF Words
- BERT
- bias
- bias aware
- Computational linguistics
- Contextual Adaptation
- Contextual Entrepreneurship
- Cross-modal Alignment
- Cross-modal Attentio
- Cross-modal Attention
- Data Selection
- deep learning
- deep learning models
- depression detection
- Domain Classification
- Early Risk Detection
- Etrepreneurial Challenges
- explainability
- F1 score
- fact checking
- factual reporting
- finite-state transducers
- Gender prediction
- GPU decoding
- Graph Convolutional Networks
- Graph Neural Networks
- health care
- Human-Computer Interaction
- Industry Context
- information verification
- Intelligent Systems
- Intent Classification
- Inter-pretable Models
- Interpretability
- Interpretable Models
- knowledge distillation
- Language Production
- Large Language Models
- limited training data
- Location prediction
- low-resource domains
- machine learning
- media bias
- Medical Sector
- Mental Health
- Mental Lexicon
- Mexican Tourist Text
- Multi-modal Approach
- multimodal analysis
- Multimodal classification
- multitask learning
- multitask training
- Nahuatl and Spanish utterances
- named entity recognition
- natural language porcessing
- Natural language processing
- Natural Language Understanding
- news media
- node weighted graphs
- Occupation prediction
- online speech recognition
- Operant Motive Test
- pseudo-labelling
- Psycholinguistics
- Raw Speech
- real-time speech recognition
- Recommendation System
- reinforcement learning
- reliability estimation
- resources and evaluation
- Sentiment Analysis
- Service Robots
- Sexual predators identification
- shallow fusion
- slot filling
- social media analysis
- Speaker change detection
- speaker turn detection
- speech recognition
- Spoken Language Understanding
- streaming transducer
- Supervised Autoencoders
- Text classification
- Text Information Organization Schemes
- Text Mining
- Text Representation
- topic modeling
- transformers
- whisper
- Word Consensus Networks
- Word-Confusion-Networks
- XLSR-Transducer
- Zipformer
Publications of Esaú Villatoro-Tello
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2021
| 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 |
[URL] |
| 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 |
[URL] |
| 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 |
[URL] |
| 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 |
[URL] |
| Inferring Highly-dense Representations for Clustering Broadcast Media Content, , , and , in: The Prague Bulletin of Mathematical Linguistics, 2020 |
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