• Refine your search:
  • 
    Keyword:
    
    • Computation and Language cs.CL (10)
    • FOS Computer and information sciences (10)
    • Artificial Intelligence cs.AI (4)
    • Computer and Information Science (1)
    • Machine Learning cs.LG (1)
    • Natural Language Processing (1)
    • Neural Network (1)
    • Sprache, Linguistik (1)
  • 
    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 Hits 1 – 12 of 12 1 When do Contrastive Word Alignments Improve Many-to-many Neural Machine Translation? ... Mao, Zhuoyuan; Chu, Chenhui; Dabre, Raj. - : arXiv, 2022 BASE Show details 2 IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages ... Kumar, Aman; Shrotriya, Himani; Sahu, Prachi. - : arXiv, 2022 BASE Show details 3 Extremely low-resource neural machine translation for Asian languages [<Journal>] Rubino, Raphael [Verfasser]; Marie, Benjamin [Verfasser]; Dabre, Raj [Verfasser]. DNB Subject Category Language Show details 4 IndicBART: A Pre-trained Model for Natural Language Generation of Indic Languages ... Dabre, Raj; Shrotriya, Himani; Kunchukuttan, Anoop. - : arXiv, 2021 BASE Show details 5 Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages ... Kanojia, Diptesh; Dabre, Raj; Dewangan, Shubham. - : arXiv, 2021 BASE Show details 6 A Comprehensive Survey of Multilingual Neural Machine Translation ... Dabre, Raj; Chu, Chenhui; Kunchukuttan, Anoop. - : arXiv, 2020 BASE Show details 7 Softmax Tempering for Training Neural Machine Translation Models ... Dabre, Raj; Fujita, Atsushi. - : arXiv, 2020 Abstract: Neural machine translation (NMT) models are typically trained using a softmax cross-entropy loss where the softmax distribution is compared against smoothed gold labels. In low-resource scenarios, NMT models tend to over-fit because the softmax distribution quickly approaches the gold label distribution. To address this issue, we propose to divide the logits by a temperature coefficient, prior to applying softmax, during training. In our experiments on 11 language pairs in the Asian Language Treebank dataset and the WMT 2019 English-to-German translation task, we observed significant improvements in translation quality by up to 3.9 BLEU points. Furthermore, softmax tempering makes the greedy search to be as good as beam search decoding in terms of translation quality, enabling 1.5 to 3.5 times speed-up. We also study the impact of softmax tempering on multilingual NMT and recurrently stacked NMT, both of which aim to reduce the NMT model size by parameter sharing thereby verifying the utility of temperature ... : The paper is about prediction smoothing for improving sequence to sequence performance. Related to but not the same as label smoothing. Work in progress. Updates with deeper analyses and comparisons to related methods to follow. Rejected from EMNLP 2020 ... Keyword: Artificial Intelligence cs.AI; Computation and Language cs.CL; FOS Computer and information sciences URL: https://arxiv.org/abs/2009.09372 https://dx.doi.org/10.48550/arxiv.2009.09372 BASE Hide details 8 Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages ... The 28th International Conference on Computational Linguistics 2020; ., Gholamreza; Bhattacharyya, Pushpak. - : Underline Science Inc., 2020 BASE Show details 9 JASS: Japanese-specific Sequence to Sequence Pre-training for Neural Machine Translation ... Mao, Zhuoyuan; Cromieres, Fabien; Dabre, Raj. - : arXiv, 2020 BASE Show details 10 Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation ... Imankulova, Aizhan; Dabre, Raj; Fujita, Atsushi. - : arXiv, 2019 BASE Show details 11 MMCR4NLP: Multilingual Multiway Corpora Repository for Natural Language Processing ... Dabre, Raj; Kurohashi, Sadao. - : arXiv, 2017 BASE Show details 12 Enabling Multi-Source Neural Machine Translation By Concatenating Source Sentences In Multiple Languages ... Dabre, Raj; Cromieres, Fabien; Kurohashi, Sadao. - : arXiv, 2017 BASE Show details

Mobile view All Catalogues UB Frankfurt Linguistik 0 IDS Mannheim 0 OLC Linguistik 0 UB Frankfurt Retrokatalog 0 DNB Subject Category Language 1 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 11 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0