Papers Cross-Lingual POS Tagging
“Cross-Lingual POS Tagging” 태그가 달린 논문 7편 · 필터 해제
Untangling the Influence of Typology, Data and Model Architecture on Ranking Transfer Languages for Cross-Lingual POS Tagging
Cross-lingual transfer learning is an invaluable tool for overcoming data scarcity, yet selecting a suitable transfer language remains a challenge. The precise roles of linguistic typology, training data, and model archi…
Cross-Lingual POS TaggingCross-Lingual TransferPart-Of-Speech TaggingPOS+2Evaluating the Values of Sources in Transfer Learning
Transfer learning that adapts a model trained on data-rich sources to low-resource targets has been widely applied in natural language processing (NLP). However, when training a transfer model over multiple sources, not …
Cross-Lingual POS TaggingTransfer LearningCross-Lingual Dependency Parsing via Self-Training
Recent advances of multilingual word representations weaken the input divergences across languages, making cross-lingual transfer similar to the monolingual cross-domain and semi-supervised settings. Thus self-training, …
Cross-Lingual POS TaggingCross-Lingual TransferDependency ParsingPOS+1Lexical Resources for Low-Resource PoS Tagging in Neural Times
More and more evidence is appearing that integrating symbolic lexical knowledge into neural models aids learning. This contrasts the widely-held belief that neural networks largely learn their own feature representations…
Cross-Lingual POS TaggingPOSPOS TaggingThe Best of Both Worlds: Lexical Resources To Improve Low-Resource Part-of-Speech Tagging
In natural language processing, the deep learning revolution has shifted the focus from conventional hand-crafted symbolic representations to dense inputs, which are adequate representations learned automatically from co…
Cross-Lingual POS TaggingPart-Of-Speech TaggingPOSPOS Tagging