Keywords:
- Age prediction
- Alzheimer's disease
- Author profiling
- Bag OF Words
- BERT
- bias aware
- Computational linguistics
- Contextual Adaptation
- Contextual Entrepreneurship
- Cross-modal Alignment
- Cross-modal Attentio
- Cross-modal Attention
- deep learning
- depression detection
- Etrepreneurial Challenges
- F1 score
- finite-state transducers
- Gender prediction
- GPU decoding
- Graph Convolutional Networks
- Graph Neural Networks
- health care
- Human-Computer Interaction
- Industry Context
- Intent Classification
- Inter-pretable Models
- Interpretability
- Interpretable Models
- knowledge distillation
- Language Production
- limited training data
- Location prediction
- machine learning
- Medical Sector
- Mental Lexicon
- Mexican Tourist Text
- Multi-modal Approach
- multimodal analysis
- Multimodal classification
- multitask learning
- 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
- reinforcement learning
- reliability estimation
- resources and evaluation
- Sentiment Analysis
- Sexual predators identification
- social media analysis
- Speaker change detection
- speaker turn detection
- speech recognition
- Spoken Language Understanding
- Supervised Autoencoders
- Text classification
- Text Information Organization Schemes
- Text Mining
- Text Representation
- topic modeling
- Word Consensus Networks
- Word-Confusion-Networks
Publications of Esaú VILLATORO-TELLO sorted by journal and type
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The 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022) (2022)
| 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 , 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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Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) (2022)
| 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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| 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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Proceedings of the 2021 International Conference on Multimodal Interaction (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 |
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Proceeding of International Conference on Information Technology (OCIT) (2021)
| Automatic Dialect Detection for Low Resource Santali Language, , , , , and , in: Proceeding of International Conference on Information Technology (OCIT), 2021 |
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Proceedings of Interspeech 2021 (2021)
| 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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Proceedings of the First Workshop on Natural Language Processing for Indigenous Languages of the Americas (2021)
| 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 |
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Proceedings of the 17th International Conference on Natural Language Processing (2020)
| 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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Proceedings of the GermEval 2020 Shared Task on the Classification and Regression of Cognitive and Motivational style from Text (2020)
| 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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Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020) (2020)
| 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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Proceedings of the 5th Swiss Text Analytics Conference (SwissText) & 16th Conference on Natural Language Processing (KONVENS) (2020)
| 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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