• Refine your search:
  • 
    Keyword
  • 
    Creator / Publisher
  • 
    Year:
    
    • 2022 (1)
    • 2021 (4)
    • 2020 (2)
    • 2019 (1)
    • 2018 (1)
  • 
    Medium
  • 
    Type
  • 
    BLLDB-Access:
    • free (9)
    • subject to license (0)

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 – 9 of 9 1 Pathologies of Pre-trained Language Models in Few-shot Fine-tuning ... Chen, Hanjie; Zheng, Guoqing; Awadallah, Ahmed Hassan. - : arXiv, 2022 BASE Show details 2 MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning ... Xia, Mengzhou; Zheng, Guoqing; Mukherjee, Subhabrata; Shokouhi, Milad; Neubig, Graham; Awadallah, Ahmed Hassan. - : arXiv, 2021 Abstract: The combination of multilingual pre-trained representations and cross-lingual transfer learning is one of the most effective methods for building functional NLP systems for low-resource languages. However, for extremely low-resource languages without large-scale monolingual corpora for pre-training or sufficient annotated data for fine-tuning, transfer learning remains an under-studied and challenging task. Moreover, recent work shows that multilingual representations are surprisingly disjoint across languages, bringing additional challenges for transfer onto extremely low-resource languages. In this paper, we propose MetaXL, a meta-learning based framework that learns to transform representations judiciously from auxiliary languages to a target one and brings their representation spaces closer for effective transfer. Extensive experiments on real-world low-resource languages - without access to large-scale monolingual corpora or large amounts of labeled data - for tasks like cross-lingual sentiment analysis ... : 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Machine Learning cs.LG URL: https://arxiv.org/abs/2104.07908 https://dx.doi.org/10.48550/arxiv.2104.07908 BASE Hide details 3 A Dataset and Baselines for Multilingual Reply Suggestion ... Zhang, Mozhi; Wang, Wei; Deb, Budhaditya. - : arXiv, 2021 BASE Show details 4 A Conditional Generative Matching Model for Multi-lingual Reply Suggestion ... Deb, Budhaditya; Zheng, Guoqing; Shokouhi, Milad. - : arXiv, 2021 BASE Show details 5 XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation ... Mukherjee, Subhabrata; Awadallah, Ahmed Hassan; Gao, Jianfeng. - : arXiv, 2021 BASE Show details 6 Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer ... Zhao, Jieyu; Mukherjee, Subhabrata; Hosseini, Saghar. - : arXiv, 2020 BASE Show details 7 Smart To-Do : Automatic Generation of To-Do Items from Emails ... Mukherjee, Sudipto; Mukherjee, Subhabrata; Hasegawa, Marcello. - : arXiv, 2020 BASE Show details 8 Distilling BERT into Simple Neural Networks with Unlabeled Transfer Data ... Mukherjee, Subhabrata; Awadallah, Ahmed Hassan. - : arXiv, 2019 BASE Show details 9 Multi-Source Cross-Lingual Model Transfer: Learning What to Share ... Chen, Xilun; Awadallah, Ahmed Hassan; Hassan, Hany. - : arXiv, 2018 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 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 9 Linguistik-Repository 0 IDS Publikationsserver 0 Online dissertations 0 Language Description Heritage 0