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Hits 1 – 20 of 23
1
Findings of the IWSLT 2020 Evaluation campaign
Niehues, Jan
;
Federico, Marcello
;
Ma, Xutai
. - : Association for Computational Linguistics, 2022
BASE
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2
Lightweight Adapter Tuning for Multilingual Speech Translation
Le, Hang
;
Pino, Juan
;
Wang, Changhan
...
In: The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) ; https://hal.archives-ouvertes.fr/hal-03294912 ; The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Aug 2021, Bangkok (Virtual), Thailand (2021)
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3
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Genzel, Dmitriy
;
Li, Xian
. - : Underline Science Inc., 2021
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4
Lightweight Adapter Tuning for Multilingual Speech Translation ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Besacier, Laurent
;
Besacier, laurent.besacier@univ-grenoble-alpes.fr
;
Gu, Jiatao
;
Le, Hang
;
Pino, Juan
;
Schwab, Didier
;
Wang, Changhan
. - : Underline Science Inc., 2021
Abstract:
Read paper: https://www.aclanthology.org/2021.acl-short.103 Abstract: Adapter modules were recently introduced as an efficient alternative to fine-tuning in NLP. Adapter tuning consists in freezing pre-trained parameters of a model and injecting lightweight modules between layers, resulting in the addition of only a small number of task-specific trainable parameters. While adapter tuning was investigated for multilingual neural machine translation, this paper proposes a comprehensive analysis of adapters for multilingual speech translation (ST). Starting from different pre-trained models (a multilingual ST trained on parallel data or a multilingual BART (mBART) trained on non parallel multilingual data), we show that adapters can be used to: (a) efficiently specialize ST to specific language pairs with a low extra cost in terms of parameters, and (b) transfer from an automatic speech recognition (ASR) task and an mBART pre-trained model to a multilingual ST task. Experiments show that adapter tuning offer ...
Keyword:
Computational Linguistics
;
Condensed Matter Physics
;
Deep Learning
;
Electromagnetism
;
FOS Physical sciences
;
Information and Knowledge Engineering
;
Neural Network
;
Semantics
URL:
https://underline.io/lecture/25834-lightweight-adapter-tuning-for-multilingual-speech-translation
https://dx.doi.org/10.48448/tbd2-2t67
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5
Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Auli, Michael
;
Baevski, Alexei
. - : Underline Science Inc., 2021
BASE
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6
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Dupoux, Emmanuel
;
Haziza, dhaziza@fb.com
. - : Underline Science Inc., 2021
BASE
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7
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation
Le, Hang
;
Pino, Juan
;
Wang, Changhan
...
In: COLING 2020 (long paper) ; https://hal.archives-ouvertes.fr/hal-02991564 ; COLING 2020 (long paper), Dec 2020, Virtual, Spain (2020)
BASE
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8
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang
;
Pino, Juan
;
Wang, Changhan
. - : arXiv, 2020
BASE
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9
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang
;
Pino, Juan
;
Changhan Wang
. - : Zenodo, 2020
BASE
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10
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang
;
Pino, Juan
;
Changhan Wang
. - : Zenodo, 2020
BASE
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11
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang
;
Pino, Juan
;
Changhan Wang
. - : Zenodo, 2020
BASE
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12
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang
;
Pino, Juan
;
Changhan Wang
. - : Zenodo, 2020
BASE
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13
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
Le, Hang
;
Pino, Juan
;
Changhan Wang
. - : Zenodo, 2020
BASE
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14
Findings of the IWSLT 2020 Evaluation campaign ...
Ansari, Ebrahim
;
Axelrod, Amittai
;
Bach, Nguyen
. - : Association for Computational Linguistics, 2020
BASE
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15
Dual-decoder Transformer for Joint Automatic Speech Recognition and Multilingual Speech Translation ...
The 28th International Conference on Computational Linguistics 2020
;
Besacier, Laurent
;
Gu, Jiatao
. - : Underline Science Inc., 2020
BASE
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16
Frectext: una aplicación de ayuda a la elaboración de documentos
Rodríguez-del-Pino, Juan Carlos
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Santana Suárez, Octavio
;
González Domínguez, Juan Daniel
In: Procesamiento del lenguaje natural. n. 13, p. 451-462 (2018)
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17
Frectext: una aplicación de ayuda a la elaboración de documentos
Rodríguez-del-Pino, Juan Carlos
;
Santana Suárez, Octavio
;
González Domínguez, Juan Daniel
In: Procesamiento del lenguaje natural. n. 13, p. 451-462 (2018)
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18
Simple and efficient model filtering in statistical machine translation
Pino, Juan
;
Byrne, William
;
Waite, Aurelien
In:
The Prague bulletin of mathematical linguistics. - Praha : Univ.
(2012) 98, 5-24
BLLDB
OLC Linguistik
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19
Proposal to adapt computer programs assessment processes and computational linguistics tools to support evaluation of documents written in natural language as a result of learning tasks
Hernandez-Figueroa, Z.
;
Rodríguez del Pino, Juan Carlos
;
Afonso-Suarez, M. D.
In: Inted2012: International Technology, Education And Development Conference [ISSN 2340-1079], p. 3344-3349 (2012)
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20
Software application for parasynthesis in spanish automatic processing
Carreras, Francisco J.
;
Pérez Aguiar, José Rafael
;
Santana, Octavio
...
In: Proceedings of the 2005 International Conference on Machine Learning; Models, Technologies and Applications, MLMTA'05, p. 46-52 (2005)
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