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289
Hits 41 – 60 of 5.767
41
Approximate Entropy in Canonical and Non-Canonical Fiction
Mohseni, Mahdi
;
Redies, Christoph
;
Gast, Volker
. - : MDPI, 2022
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42
Relationship between speech and other oromotor behaviors ...
Lancheros Pompeyo, Monica Patricia
. - : Université de Genève, 2022
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43
What Do We Know about Hybrid Regimes after Two Decades of Scholarship?
Mufti, Mariam
In: Politics and Governance ; 6 ; 2 ; 112-119 ; Authoritarianism in the 21st Century (2022)
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44
Capability Language Processing (CLP): Classification and Ranking of Manufacturing Suppliers Based on Unstructured Capability Data
Zandbiglari, Kimia
. - 2022
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45
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
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46
L'approche phénoménologique du langage de K. Bühler. La deixis pour présenter la réalité perceptive
Leibenguth, Frédéric
. - : Université de Genève, 2022
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47
Relationship between speech and other oromotor behaviors
Lancheros Pompeyo, Monica Patricia
. - : Université de Genève, 2022
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48
Early Modern German Shakespeare : "Titus Andronicus" and "The Taming of the Shrew" : "Tito Andronico" and "Kunst über alle Künste, ein bös Weib gut zu machen" in Translation
Erne, Lukas Christian
;
Hazrat, Florence
;
Shmygol, Maria
. - : Bloomsbury (London), 2022
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49
EOLE et patois : travailler le plurilinguisme avec les dialectes de la Galloromania
Elmiger, Daniel
;
De Pietro, Jean-François
In: ISBN: 978-2-88930-390-8 ; La Suisse romande et ses patois P. 363 p. (2022)
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50
Imagined speech can be decoded from low- and cross-frequency intracranial EEG features
Martin, Stéphanie
;
Doyle, Werner K.
;
Poeppel, David
...
In: ISSN: 2041-1723 ; Nature communications, Vol. 13, No 1 (2022) P. 48 (2022)
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51
'People have probably offered to buy me a dictionary 20 times since I've been here': Risk management within a community of journalists in francophone Canada
Davier, Lucile
In: ISSN: 1740-357X ; The journal of specialised translation, Vol. 37 (2022) pp. 35-54 (2022)
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52
Interpreting for the military: Creating communities of practice
Ruiz Rosendo, Lucia
In: ISSN: 1740-357X ; The journal of specialised translation, Vol. 37 (2022) pp. 16-34 (2022)
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53
"Nous l'avons conquise cette langue française [.], nous l'avons habitée" : la prononciation du français en Martinique : une étude de perception
Sittarame, Margaux
. - : Université de Genève, 2022
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54
Prediction during simultaneous interpreting: Evidence from the visual-world paradigm
Seeber, Kilian
;
Amos, Rhona
;
Pickering, Martin J.
In: ISSN: 0010-0277 ; Cognition, Vol. 220 (2022) P. 104987 (2022)
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55
Article 30: Cultural, Religious, and Linguistic Rights of Minority or Indigenous Children
Arkadas-Thibert, Adem
;
Ruggiero, Roberta
In: ISBN: 978-3-030-84646-6 ; Monitoring State Compliance with the UN Convention on the Rights of the Child. An Analysis of Attributes pp. 271-280 (2022)
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56
LIMSI @ WMT’14 Medical Translation Task
Yvon, François
;
Do, Quoc Khanh
;
Lavergne, Thomas
. - : Association for Computational Linguistics, 2022
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57
Maastricht University’s Multilingual Speech Translation System for IWSLT 2021
Liu, Danni
;
Niehues, Jan
. - : Association for Computational Linguistics, 2022
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58
Findings of the IWSLT 2020 Evaluation campaign
Niehues, Jan
;
Federico, Marcello
;
Ma, Xutai
. - : Association for Computational Linguistics, 2022
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59
Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder
Ha, Thanh-Le
;
Niehues, Jan
;
Waibel, Alex
. - 2022
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60
The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2017
Waibel, Alexander
;
Ha, Thanh-Le
;
Sperber, Matthias
. - : Association for Computational Linguistics, 2022
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