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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5...9 Hits 1 – 20 of 171 1 MAGIC DUST FOR CROSS-LINGUAL ADAPTATION OF MONOLINGUAL WAV2VEC-2.0 Khurana, Sameer; Laurent, Antoine; Glass, James In: ICASSP 2022 ; https://hal.archives-ouvertes.fr/hal-03544515 ; ICASSP 2022, May 2022, Singapour, Singapore (2022) BASE Show details 2 Cross-lingual few-shot hate speech and offensive language detection using meta learning Mozafari, Marzieh; Farahbakhsh, Reza; Crespi, Noel In: ISSN: 2169-3536 ; EISSN: 2169-3536 ; IEEE Access ; https://hal.archives-ouvertes.fr/hal-03559484 ; IEEE Access, IEEE, 2022, 10, pp.14880-14896. ⟨10.1109/ACCESS.2022.3147588⟩ (2022) BASE Show details 3 Cross-Lingual Transfer Learning for Arabic Task-Oriented Dialogue Systems Using Multilingual Transformer Model mT5 Ahlam Fuad; Maha Al-Yahya In: Mathematics; Volume 10; Issue 5; Pages: 746 (2022) BASE Show details 4 Comparative Study of Multiclass Text Classification in Research Proposals Using Pretrained Language Models Eunchan Lee; Changhyeon Lee; Sangtae Ahn In: Applied Sciences; Volume 12; Issue 9; Pages: 4522 (2022) BASE Show details 5 Leveraging Frozen Pretrained Written Language Models for Neural Sign Language Translation Mathieu De Coster; Joni Dambre In: Information; Volume 13; Issue 5; Pages: 220 (2022) BASE Show details 6 The Effects of Event Depictions in Second Language Phrasal Vocabulary Learning Nguyen, Huong Thi Thu. - : Humboldt-Universität zu Berlin, 2022 BASE Show details 7 The Effects of Event Depictions in Second Language Phrasal Vocabulary Learning ... Nguyen, Huong Thi Thu. - : Humboldt-Universität zu Berlin, 2022 BASE Show details 8 StaResGRU-CNN with CMedLMs: a stacked residual GRU-CNN with pre-trained biomedical language models for predictive intelligence Ni, Pin; Li, Gangmin; Hung, Patrick C.K.; Chang, Victor. - : Elsevier Ltd, 2022 Abstract: As a task requiring strong professional experience as supports, predictive biomedical intelligence cannot be separated from the support of a large amount of external domain knowledge. By using transfer learning to obtain sufficient prior experience from massive biomedical text data, it is essential to promote the performance of specific downstream predictive and decision-making task models. This is an efficient and convenient method, but it has not been fully developed for Chinese Natural Language Processing (NLP) in the biomedical field. This study proposes a Stacked Residual Gated Recurrent Unit-Convolutional Neural Networks (StaResGRU-CNN) combined with the pre-trained language models (PLMs) for biomedical text-based predictive tasks. Exploring related paradigms in biomedical NLP based on transfer learning of external expert knowledge and comparing some Chinese and English language models. We have identified some key issues that have not been developed or those present difficulties of application in the field of Chinese biomedicine. Therefore, we also propose a series of Chinese bioMedical Language Models (CMedLMs) with detailed evaluations of downstream tasks. By using transfer learning, language models are introduced with prior knowledge to improve the performance of downstream tasks and solve specific predictive NLP tasks related to the Chinese biomedical field to serve the predictive medical system better. Additionally, a free-form text Electronic Medical Record (EMR)-based Disease Diagnosis Prediction task is proposed, which is used in the evaluation of the analyzed language models together with Clinical Named Entity Recognition, Biomedical Text Classification tasks. Our experiments prove that the introduction of biomedical knowledge in the analyzed models significantly improves their performance in the predictive biomedical NLP tasks with different granularity. And our proposed model also achieved competitive performance in these predictive intelligence tasks. ; over 3m from acceptance/publication Keyword: biomedical text mining; named entity recognition; natural language processing; pre-trained language model; predictive intelligence; text classification; transfer learning URL: http://hdl.handle.net/10547/625294 https://doi.org/10.1016/j.asoc.2021.107975 BASE Hide details 9 An Empirical Study of Factors Affecting Language-Independent Models Liu, Xiaotong; Xu, Anbang; Akkiraju, Rama. - 2022 BASE Show details 10 Neural-based Knowledge Transfer in Natural Language Processing Wang, Chao. - 2022 BASE Show details 11 Chinese Idioms: Stepping Into L2 Student’s Shoes Mateja Petrovčič In: Acta Linguistica Asiatica, Vol 12, Iss 1 (2022) (2022) BASE Show details 12 Cross-lingual Representation Learning for Natural Language Processing Ahmad, Wasi Uddin. - : eScholarship, University of California, 2021 BASE Show details 13 Hate speech and offensive language detection using transfer learning approaches ; Détection du discours de haine et du langage offensant utilisant des approches de Transfer Learning Mozafari, Marzieh. - : HAL CCSD, 2021 In: https://tel.archives-ouvertes.fr/tel-03276023 ; Document and Text Processing. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAS007⟩ (2021) BASE Show details 14 Fostering teacher language awareness in a primary English-language immersion school in France: supporting teachers on the road to engaging students’ bilingual competencies Mary, Latisha; Lemoine Bresson, Veronique; Choffat-Dürr, Anne In: ISSN: 0965-8416 ; Language Awareness ; https://hal.univ-lorraine.fr/hal-03573322 ; In press (2021) BASE Show details 15 Investigating data sharing in speech recognition for an underresourced language: the case of algerian dialect Menacer, Mohamed,; Smaïli, Kamel In: 7th International Conference on Natural Language Processing - NATP 2021 ; https://hal.archives-ouvertes.fr/hal-03137048 ; 7th International Conference on Natural Language Processing - NATP 2021, Mar 2021, Vienna, Austria (2021) BASE Show details 16 Automated audio captioning by fine-tuning bart with audioset tags Gontier, Félix; Serizel, Romain; Cerisara, Christophe In: DCASE 2021 - 6th Workshop on Detection and Classification of Acoustic Scenes and Events ; https://hal.inria.fr/hal-03522488 ; DCASE 2021 - 6th Workshop on Detection and Classification of Acoustic Scenes and Events, Nov 2021, Virtual, Spain (2021) BASE Show details 17 Improving Multilingual Models for the Swedish Language : Exploring CrossLingual Transferability and Stereotypical Biases Katsarou, Styliani. - : KTH, Skolan för elektroteknik och datavetenskap (EECS), 2021 BASE Show details 18 Automated Paraphrase Quality Assessment Using Language Models and Transfer Learning Bogdan Nicula; Mihai Dascalu; Natalie N. Newton; Ellen Orcutt; Danielle S. McNamara In: Computers; Volume 10; Issue 12; Pages: 166 (2021) BASE Show details 19 Reusing Monolingual Pre-Trained Models by Cross-Connecting Seq2seq Models for Machine Translation Oh; Choi In: Applied Sciences ; Volume 11 ; Issue 18 (2021) BASE Show details 20 Modeling phones, keywords, topics and intents in spoken languages Chen, Wenda. - 2021 BASE Show details Page: 1 2 3 4 5...9

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