• Refine your search:
  • 
    Keyword:
    
    • Natural Language Processing (1.080)
    • Machine Learning (981)
    • Computational Linguistics (841)
    • Machine Learning and Data Mining (827)
    • Language Models (254)
    • Machine translation (109)
    • Information Extraction (73)
    • Neural Network (65)
    • Sentiment Analysis (59)
    • Deep Learning (48)
    •   more
  • 
    Creator / Publisher
  • 
    Year
  • 
    Medium
  • 
    Type
  • 
    BLLDB-Access

Search in the Catalogues and Directories

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...54 Hits 1 – 20 of 1.080 1 Le modèle Transformer: un « couteau suisse » pour le traitement automatique des langues Yvon, François 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) BASE Show details 2 Multi language Email Classification Using Transfer learning Sousa, Mário Jorge Carvalho de. - 2022 BASE Show details 3 Representation learning of natural language and its application to language understanding and generation Gong, Hongyu. - 2022 BASE Show details 4 Neural-based Knowledge Transfer in Natural Language Processing Wang, Chao. - 2022 BASE Show details 5 Impact of textual data augmentation on linguistic pattern extraction to improve the idiomaticity of extractive summaries LAIFA, Abdelghani; Gautier, Laurent; Cruz, Christophe 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) BASE Show details 6 The Mapping of Deep Language Models on Brain Responses Primarily Depends on their Performance Caucheteux, Charlotte; King, Jean-Rémi In: https://hal.archives-ouvertes.fr/hal-03361439 ; 2021 (2021) Abstract: Recent deep networks like transformers not only excel in several language tasks, but their activations linearly map onto the human brain during language processing. Is this functional similarity caused by specific factors, such as the language abilities and the architecture of the algorithms? To address this issue, we analyze the brain responses to isolated sentences in a large cohort of 102 subjects, each recorded with both functional magnetic resonance imaging (fMRI) and magnetoencephalography (MEG). We then compare the ability of 32,400 transformer embeddings to linearly map onto these brain responses. Finally, we evaluate how the architecture, training, and performance of the models independently account for this brain mapping. Our analyses reveal two main findings. First, the similarity between brain responses and the activations of language models primarily depends on their ability to predict words from the context. Second, this similarity allows us to decompose and precisely track the rise and maintenance of perceptual, lexical, and compositional representations within each cortical region. Overall, this study evidences a partial convergence of language transformers to brainlike solutions, and shows how this phenomenon helps unravel the brain bases of natural language processing. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]; [SCCO.NEUR]Cognitive science/Neuroscience; Encoding; Functional Magnetic Resonance Imaging; Magneto-encephalography; Natural Language Processing URL: https://hal.archives-ouvertes.fr/hal-03361439 https://hal.archives-ouvertes.fr/hal-03361439/file/Mous_mapping.pdf https://hal.archives-ouvertes.fr/hal-03361439/document BASE Hide details 7 A logistic regression model for predicting child language performance ; Un modèle de régression logistique pour la prédiction du développement langagier chez l'enfant Briglia, Andrea; Mucciardi, Massimo; Pirrotta, Giovanni 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) BASE Show details 8 Hierarchical-Task Reservoir for Online Semantic Analysis from Continuous Speech Pedrelli, Luca; Hinaut, Xavier 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) BASE Show details 9 On Homophony and Rényi Entropy ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Cotterell, Ryan; Meister, Clara. - : Underline Science Inc., 2021 BASE Show details 10 On Multi-domain Sentence Level Sentiment Analysis for Roman Urdu ... Mehmood, Khawar. - : UNSW Sydney, 2021 BASE Show details 11 Generative Imagination Elevates Machine Translation ... NAACL 2021 2021; Li, Lei; Long, Quanyu. - : Underline Science Inc., 2021 BASE Show details 12 Multilingual Email Zoning - Segmenting Multilingual Email Text Into Zones Jardim, João Bruno Morais de Sousa. - 2021 BASE Show details 13 Contextualised sentiment analysis in the financial domain Daudert, Tobias. - : NUI Galway, 2021 BASE Show details 14 Identity-Based Patterns in Deep Convolutional Networks: Generative Adversarial Phonology and Reduplication ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Beguš, Gašper. - : Underline Science Inc., 2021 BASE Show details 15 DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction ... Bhartiya, Abhyuday; Badola, Kartikeya; Mausam. - : Zenodo, 2021 BASE Show details 16 DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction ... Bhartiya, Abhyuday; Badola, Kartikeya; Mausam. - : Zenodo, 2021 BASE Show details 17 Graphs, Computation, and Language ... Ustalov, Dmitry. - : Zenodo, 2021 BASE Show details 18 Signed Coreference Resolution ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Yin, Kayo. - : Underline Science Inc., 2021 BASE Show details 19 Backtranslation in Neural Morphological Inflection ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Hulden, Mans; Liu, Ling. - : Underline Science Inc., 2021 BASE Show details 20 Rule-based Morphological Inflection Improves Neural Terminology Translation ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; Carpuat, Marine; Xu, Weijia. - : Underline Science Inc., 2021 BASE Show details Page: 1 2 3 4 5...54

Mobile view All Catalogues UB Frankfurt Linguistik 0 IDS Mannheim 0 OLC Linguistik 0 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 0 Institut für Empirische Sprachwissenschaft 0 Leibniz-Centre General Linguistics (ZAS) 0 Bibliographies BLLDB 0 BDSL 0 IDS Bibliografie zur deutschen Grammatik 0 IDS Bibliografie zur Gesprächsforschung 0 IDS Konnektoren im Deutschen 0 IDS Präpositionen im Deutschen 0 IDS OBELEX meta 0 MPI-SHH Linguistics Collection 0 MPI for Psycholinguistics 0 Linked Open Data catalogues Annohub 0 Online resources Link directory 0 Journal directory 0 Database directory 0 Dictionary directory 0 Open access documents BASE 1.080 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0