| 1 |
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective
|
|
|
|
In: ISSN: 2375-4699 ; EISSN: 2375-4702 ; ACM Transactions on Asian and Low-Resource Language Information Processing ; https://hal.inria.fr/hal-03616853 ; ACM Transactions on Asian and Low-Resource Language Information Processing, ACM, In press, ⟨10.1145/3523179⟩ (2022)
|
|
BASE
|
|
Show details
|
|
|
| 2 |
Is Old French tougher to parse?
|
|
|
|
In: 20th International Workshop on Treebanks and Linguistic Theories ; https://hal.archives-ouvertes.fr/hal-03506500 ; 20th International Workshop on Treebanks and Linguistic Theories, Mar 2022, Sofia, Bulgaria (2022)
|
|
BASE
|
|
Show details
|
|
|
| 3 |
A Novel Multimodal Approach for Studying the Dynamics of Curiosity in Small Group Learning
|
|
|
|
In: https://hal.inria.fr/hal-03536340 ; 2022 (2022)
|
|
BASE
|
|
Show details
|
|
|
| 4 |
A stochastic model of voice generation and the corresponding solution for the inverse problem using Artificial Neural Network for case with pathology in the vocal folds
|
|
|
|
In: ISSN: 1746-8094 ; Biomedical Signal Processing and Control ; https://hal-upec-upem.archives-ouvertes.fr/hal-03193501 ; Biomedical Signal Processing and Control, Elsevier, 2021, 68, pp.102623 (2021)
|
|
BASE
|
|
Show details
|
|
|
| 5 |
Population modeling with machine learning can enhance measures of mental health
|
|
|
|
In: ISSN: 2047-217X ; GigaScience ; https://hal.inria.fr/hal-03470466 ; GigaScience, BioMed Central, 2021, ⟨10.1101/2020.08.25.266536⟩ (2021)
|
|
BASE
|
|
Show details
|
|
|
| 6 |
Navigation In Urban Environments Amongst Pedestrians Using Multi-Objective Deep Reinforcement Learning
|
|
|
|
In: ITSC 2021 - 24th IEEE International Conference on Intelligent Transportation Systems ; https://hal.inria.fr/hal-03372856 ; ITSC 2021 - 24th IEEE International Conference on Intelligent Transportation Systems, Sep 2021, Indianapolis, United States. pp.1-7 (2021)
|
|
BASE
|
|
Show details
|
|
|
| 7 |
Does infant-directed speech help phonetic learning? A machine learning investigation
|
|
|
|
In: ISSN: 0364-0213 ; EISSN: 1551-6709 ; Cognitive Science ; https://hal.archives-ouvertes.fr/hal-03080098 ; Cognitive Science, Wiley, 2021, 45 (5), ⟨10.1111/cogs.12946⟩ (2021)
|
|
BASE
|
|
Show details
|
|
|
| 8 |
D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning
|
|
|
|
In: https://hal.inria.fr/hal-03498160 ; 2021 (2021)
|
|
BASE
|
|
Show details
|
|
|
| 9 |
Multimodal Coarticulation Modeling : Towards the animation of an intelligible talking head ; Modélisation de la coarticulation multimodale : vers l'animation d'une tête parlante intelligible
|
|
|
|
In: https://hal.univ-lorraine.fr/tel-03203815 ; Intelligence artificielle [cs.AI]. Université de Lorraine, 2021. Français. ⟨NNT : 2021LORR0019⟩ (2021)
|
|
BASE
|
|
Show details
|
|
|
| 10 |
Learning emotions latent representation with CVAE for Text-Driven Expressive AudioVisual Speech Synthesis
|
|
|
|
In: ISSN: 0893-6080 ; Neural Networks ; https://hal.inria.fr/hal-03204193 ; Neural Networks, Elsevier, 2021, 141, pp.315-329. ⟨10.1016/j.neunet.2021.04.021⟩ (2021)
|
|
BASE
|
|
Show details
|
|
|
| 11 |
TREMoLo-Tweets: a Multi-Label Corpus of French Tweets for Language Register Characterization
|
|
|
|
In: RANLP 2021 - Recent Advances in Natural Language Processing ; https://hal.archives-ouvertes.fr/hal-03331738 ; RANLP 2021 - Recent Advances in Natural Language Processing, Sep 2021, Varna, Bulgaria (2021)
|
|
BASE
|
|
Show details
|
|
|
| 12 |
End-to-End Speech Emotion Recognition: Challenges of Real-Life Emergency Call Centers Data Recordings
|
|
|
|
In: ISBN: 978-1-6654-0019-0 ; 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII) ; https://hal.archives-ouvertes.fr/hal-03405970 ; 2021 9th International Conference on Affective Computing and Intelligent Interaction (ACII), Sep 2021, Nara, Japan ; https://www.acii-conf.net/2021/ (2021)
|
|
BASE
|
|
Show details
|
|
|
| 13 |
Comparison of Deep Learning Approaches for Protective Behaviour Detection Under Class Imbalance from MoCap and EMG data
|
|
|
|
In: ACIIW 2021 - 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos ; https://hal.archives-ouvertes.fr/hal-03523502 ; ACIIW 2021 - 9th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, Sep 2021, Nara, Japan. pp.01-08, ⟨10.1109/ACIIW52867.2021.9666417⟩ ; http://www.casapaganini.it/entimement/workshops/2021/Workshop2021_Home.php (2021)
|
|
BASE
|
|
Show details
|
|
|
| 14 |
Audio-driven speech animation using recurrent neutral network
|
|
|
|
In: https://hal.inria.fr/hal-03167213 ; United States, Patent n° : WO2021023861. 2021 (2021)
|
|
BASE
|
|
Show details
|
|
|
| 15 |
Building An Automated Gesture Imitation Game For Teenagers with ASD
|
|
|
|
In: ISSN: 0973-7006 ; Far East Journal of Electronics and Communications ; https://hal-imt-atlantique.archives-ouvertes.fr/hal-02894314 ; Far East Journal of Electronics and Communications, 2020, 23 (1), pp.1 - 10. ⟨10.17654/EC023010001⟩ (2020)
|
|
BASE
|
|
Show details
|
|
|
| 16 |
Att-HACK: An Expressive Speech Database with Social Attitudes
|
|
|
|
In: Speech Prosody ; https://hal.archives-ouvertes.fr/hal-02508362 ; Speech Prosody, May 2020, Tokyo, Japan (2020)
|
|
BASE
|
|
Show details
|
|
|
| 17 |
On the evaluation of retrofitting for supervised short-text classification
|
|
|
|
In: Proceedings of the Joint Ontology Workshops, CEUR-WS Vol 2708 : http://ceur-ws.org/Vol-2708/donlp2.pdf ; 1st International Workshop DeepOntoNLP: Deep Learning meets Ontologies and Natural Language Processing ; https://hal.mines-ales.fr/hal-02986853 ; 1st International Workshop DeepOntoNLP: Deep Learning meets Ontologies and Natural Language Processing, Sep 2020, Virtual & Bozen-Bolzano, Italy ; https://www.dl-onto-nlp-fois2020.ml/ (2020)
|
|
Abstract:
International audience ; Current NLP systems heavily rely on embedding techniques that are used to automatically encode relevant information about linguistic entities of interest (e.g., words, sentences) into latent spaces. These embeddings are currently the cornerstone of the best machine learning systems used in a large variety of problems such as text classification. Interestingly, state-of-the-art embeddings are commonly only computed using large corpora, and generally do not use additional knowledge expressed into established knowledge resources (e.g. WordNet). In this paper, we empirically study if retrofitting, a class of techniques used to update word vectors in a way that takes into account knowledge expressed in knowledge resources, is beneficial for short text classification. To this aim, we compared the performances of several state-of-the-art classification techniques with or without retrofitting on a selection of benchmarks. Our results show that the retrofitting approach is beneficial for some classifiers settings and only for datasets that share a similar domain to the semantic lexicon used for the retrofitting.
|
|
Keyword:
[INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; [SCCO.LING]Cognitive science/Linguistics; [STAT.ML]Statistics [stat]/Machine Learning [stat.ML]; retrofitting; text classification; word embeddings
|
|
URL: https://hal.mines-ales.fr/hal-02986853
https://hal.mines-ales.fr/hal-02986853/file/donlp2.pdf
https://hal.mines-ales.fr/hal-02986853/document
|
|
BASE
|
|
Hide details
|
|
|
| 18 |
Décrire les textes politiques par le deep learning : à la recherche de nouveaux observables
|
|
|
|
In: JADT 2020 : 15es Journées internationales d’Analyse statistique des Données Textuelles ; https://hal.archives-ouvertes.fr/hal-03167188 ; JADT 2020 : 15es Journées internationales d’Analyse statistique des Données Textuelles, Jun 2020, Toulouse, France ; http://lexicometrica.univ-paris3.fr/jadt/JADT2020/jadt2020_pdf/GUARESI_JADT2020.pdf (2020)
|
|
BASE
|
|
Show details
|
|
|
| 19 |
Building Collaboration-based Resources In Endowed African Languages: Case Of NTeALan Dictionaries Platform
|
|
|
|
In: Proceedings of the First workshop on Resources for African Indigenous Languages (RAIL) ; https://hal.archives-ouvertes.fr/hal-02701162 ; Proceedings of the First workshop on Resources for African Indigenous Languages (RAIL), 2020 (2020)
|
|
BASE
|
|
Show details
|
|
|
| 20 |
NTeALan Dictionaries Platforms: An Example Of Collaboration-Based Model
|
|
|
|
In: Proceedings of the 1st International Workshop on Language Technology Platforms (IWLTP 2020) ; https://hal.archives-ouvertes.fr/hal-02701912 ; Proceedings of the 1st International Workshop on Language Technology Platforms (IWLTP 2020), 2020, pp.11 - 16 (2020)
|
|
BASE
|
|
Show details
|
|
|
|
|
