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1
Le modèle Transformer: un « couteau suisse » pour le traitement automatique des langues
In: Techniques de l'Ingenieur ; https://hal.archives-ouvertes.fr/hal-03619077 ; Techniques de l'Ingenieur, Techniques de l'ingénieur, 2022, ⟨10.51257/a-v1-in195⟩ ; https://www.techniques-ingenieur.fr/base-documentaire/innovation-th10/innovations-en-electronique-et-tic-42257210/transformer-des-reseaux-de-neurones-pour-le-traitement-automatique-des-langues-in195/ (2022)
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2
Multi language Email Classification Using Transfer learning
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3
Representation learning of natural language and its application to language understanding and generation
Gong, Hongyu. - 2022
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4
Neural-based Knowledge Transfer in Natural Language Processing
Wang, Chao. - 2022
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5
Impact of textual data augmentation on linguistic pattern extraction to improve the idiomaticity of extractive summaries
In: Lecture Notes in Computer Science ; https://hal.archives-ouvertes.fr/hal-03271380 ; Matteo Golfarelli; Robert Wrembel. Lecture Notes in Computer Science, Springer, In press, Lecture Notes in Computer Science (2021)
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6
The Mapping of Deep Language Models on Brain Responses Primarily Depends on their Performance
In: https://hal.archives-ouvertes.fr/hal-03361439 ; 2021 (2021)
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7
A logistic regression model for predicting child language performance ; Un modèle de régression logistique pour la prédiction du développement langagier chez l'enfant
In: SIS 2021, 50th Annuale Conference of the Italian Statistical Society" ; https://hal.archives-ouvertes.fr/hal-03318721 ; SIS 2021, 50th Annuale Conference of the Italian Statistical Society", Jun 2021, Pise, Italy (2021)
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8
Hierarchical-Task Reservoir for Online Semantic Analysis from Continuous Speech
In: ISSN: 2162-237X ; IEEE Transactions on Neural Networks and Learning Systems ; https://hal.inria.fr/hal-03031413 ; IEEE Transactions on Neural Networks and Learning Systems, IEEE, 2021, ⟨10.1109/TNNLS.2021.3095140⟩ ; https://ieeexplore.ieee.org/abstract/document/9548713/metrics#metrics (2021)
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9
On Homophony and Rényi Entropy ...
Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.653/ Abstract: Homophony's widespread presence in natural languages is a controversial topic. Recent theories of language optimality have tried to justify its prevalence, despite its negative effects on cognitive processing time; e.g., Piantadosi et al. (2012) argued homophony enables the reuse of efficient wordforms and is thus beneficial for languages. This hypothesis has recently been challenged by Trott and Bergen (2020), who posit that good wordforms are more often homophonous simply because they are more phonotactically probable. In this paper, we join in on the debate. We first propose a new information-theoretic quantification of a language's homophony: the sample Rényi entropy. Then, we use this quantification to revisit Trott and Bergen's claims. While their point is theoretically sound, a specific methodological issue in their experiments raises doubts about their results. After addressing this issue, we find no clear pressure either ...
Keyword: Data Management System; Machine Learning; Machine translation; Natural Language Processing
URL: https://dx.doi.org/10.48448/hb3k-4z04
https://underline.io/lecture/37412-on-homophony-and-renyi-entropy
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10
On Multi-domain Sentence Level Sentiment Analysis for Roman Urdu ...
Mehmood, Khawar. - : UNSW Sydney, 2021
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11
Generative Imagination Elevates Machine Translation ...
NAACL 2021 2021; Li, Lei; Long, Quanyu. - : Underline Science Inc., 2021
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12
Multilingual Email Zoning - Segmenting Multilingual Email Text Into Zones
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13
Contextualised sentiment analysis in the financial domain
Daudert, Tobias. - : NUI Galway, 2021
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14
Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ...
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15
DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction ...
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16
DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction ...
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17
Graphs, Computation, and Language ...
Ustalov, Dmitry. - : Zenodo, 2021
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18
Signed Coreference Resolution ...
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19
Backtranslation in Neural Morphological Inflection ...
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20
Rule-based Morphological Inflection Improves Neural Terminology Translation ...
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