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From FreEM to D'AlemBERT ; From FreEM to D'AlemBERT: a Large Corpus and a Language Model for Early Modern French
In: Proceedings of the 13th Language Resources and Evaluation Conference ; https://hal.inria.fr/hal-03596653 ; Proceedings of the 13th Language Resources and Evaluation Conference, European Language Resources Association, Jun 2022, Marseille, France (2022)
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2
Hippocampal and auditory contributions to speech segmentation
In: ISSN: 0010-9452 ; Cortex ; https://hal.archives-ouvertes.fr/hal-03604957 ; Cortex, Elsevier, 2022, ⟨10.1016/j.cortex.2022.01.017⟩ (2022)
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3
The CLASSLA-StanfordNLP model for morphosyntactic annotation of standard Slovenian 1.3
Ljubešić, Nikola; Krsnik, Luka. - : Jožef Stefan Institute, 2022
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4
FiNER-139: A Financial Numeric Entity Recognition Dataset ...
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FiNER-139 ...
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FiNER-139 ...
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FiNER-139: A Financial Numeric Entity Recognition Dataset ...
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8
Estimating the Emotional Information in Japanese Songs Using Search Engines
In: Sensors; Volume 22; Issue 5; Pages: 1800 (2022)
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9
Joint learning of morphology and syntax with cross-level contextual information flow
In: 2022 ; 1 ; 33 (2022)
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10
Corpus Linguistics approaches to trainee translators’ framing practice in news translation
In: Translation and Interpreting : the International Journal of Translation and Interpreting Research, Vol 12 , Iss 1 (2022) (2022)
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11
Dissociated face- and word-selective intracerebral responses in the human ventral occipito-temporal cortex
In: ISSN: 1863-2653 ; EISSN: 1863-2661 ; Brain Structure and Function ; https://hal.archives-ouvertes.fr/hal-03437752 ; Brain Structure and Function, Springer Verlag, 2021, 226 (9), pp.3031-3049. ⟨10.1007/s00429-021-02350-4⟩ (2021)
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12
Critical information thresholds underlying generic and familiar face categorisation at the same face encounter
In: ISSN: 1053-8119 ; EISSN: 1095-9572 ; NeuroImage ; https://hal.archives-ouvertes.fr/hal-03437754 ; NeuroImage, Elsevier, 2021, 243, pp.118481. ⟨10.1016/j.neuroimage.2021.118481⟩ (2021)
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13
Exploring the Relationship Between Different Smartphone Reading Annotation Strategies and Students’ Comprehension
In: Boise State University Theses and Dissertations (2021)
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14
Oscillatory activity and EEG phase synchrony of concurrent word segmentation and meaning-mapping in 9-year-old children
In: ISSN: 1878-9293 ; EISSN: 1878-9307 ; Developmental Cognitive Neuroscience ; https://hal.archives-ouvertes.fr/hal-03334735 ; Developmental Cognitive Neuroscience, Elsevier, 2021, 51, pp.101010. ⟨10.1016/j.dcn.2021.101010⟩ (2021)
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15
From Error Annotation to Quantitative Analysis: Patterns in Russian Language Learning
In: ISSN: 0036-0252 ; Russian language journal ; https://hal.archives-ouvertes.fr/hal-03376956 ; Russian language journal, American Councils for International Education, Michigan State University 2021, 71 (3), pp.39-70 (2021)
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16
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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17
Corpus and Models for Lemmatisation and POS-tagging of Classical French Theatre
In: EISSN: 2416-5999 ; Journal of Data Mining and Digital Humanities ; https://halshs.archives-ouvertes.fr/halshs-02591388 ; Journal of Data Mining and Digital Humanities, Episciences.org, 2021, ⟨10.46298/jdmdh.6485⟩ (2021)
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Corpus and Models for Lemmatisation and POS-tagging of Old French
In: https://halshs.archives-ouvertes.fr/halshs-03353125 ; 2021 (2021)
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19
Old Catalan Morphosyntax: developing an annotated corpus
In: EISSN: 2059-481X ; Journal of Open Humanities Data ; https://hal.archives-ouvertes.fr/hal-03617737 ; Journal of Open Humanities Data, Ubiquity Press, 2021, 7, pp.30. ⟨10.5334/johd.54⟩ (2021)
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20
Automated audio captioning by fine-tuning bart with audioset tags
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)
Abstract: International audience ; Automated audio captioning is the multimodal task of describing environmental audio recordings with fluent natural language. Most current methods utilize pre-trained analysis models to extract relevant semantic content from the audio input. However, prior information on language modeling is rarely introduced, and corresponding architectures are limited in capacity due to data scarcity. In this paper, we present a method leveraging the linguistic information contained in BART, a large-scale conditional language model with general purpose pre-training. The caption generation is conditioned on sequences of textual AudioSet tags. This input is enriched with temporally aligned audio embeddings that allows the model to improve the sound event recognition. The full BART architecture is fine-tuned with few additional parameters. Experimental results demonstrate that, beyond the scaling properties of the architecture, language-only pre-training improves the text quality in the multimodal setting of audio captioning. The best model achieves stateof-the-art performance on AudioCaps with 46.5 SPIDEr.
Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-SD]Computer Science [cs]/Sound [cs.SD]; [INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing; [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; Audio captioning; audio tagging; BART; language models; transfer learning
URL: https://hal.inria.fr/hal-03522488
https://hal.inria.fr/hal-03522488/file/DCASE2021Workshop_Gontier_57.pdf
https://hal.inria.fr/hal-03522488/document
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