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pro vyhledávání: '"Guo, Siwen"'
In NLP, zero-shot classification (ZSC) is the task of assigning labels to textual data without any labeled examples for the target classes. A common method for ZSC is to fine-tune a language model on a Natural Language Inference (NLI) dataset and the
Externí odkaz:
http://arxiv.org/abs/2404.03912
Autor:
Philippy, Fred, Guo, Siwen, Haddadan, Shohreh, Lothritz, Cedric, Klein, Jacques, Bissyandé, Tegawendé F.
Soft Prompt Tuning (SPT) is a parameter-efficient method for adapting pre-trained language models (PLMs) to specific tasks by inserting learnable embeddings, or soft prompts, at the input layer of the PLM, without modifying its parameters. This paper
Externí odkaz:
http://arxiv.org/abs/2402.03782
In recent years, pre-trained Multilingual Language Models (MLLMs) have shown a strong ability to transfer knowledge across different languages. However, given that the aspiration for such an ability has not been explicitly incorporated in the design
Externí odkaz:
http://arxiv.org/abs/2305.16768
Prior research has investigated the impact of various linguistic features on cross-lingual transfer performance. In this study, we investigate the manner in which this effect can be mapped onto the representation space. While past studies have focuse
Externí odkaz:
http://arxiv.org/abs/2305.02151
Autor:
Burroughs, Nathan, Gardner, Jacqueline, Lee, Youngjun, Guo, Siwen, Touitou, Israel, Jansen, Kimberly, Schmidt, William
This open access book examines the interrelationship of national policy, teacher effectiveness, and student outcomes with a specific emphasis on educational equity. Using data from the IEA’s Trends in International Mathematics and Science Study (TI
Externí odkaz:
http://library.oapen.org/handle/20.500.12657/22957
Akademický článek
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Autor:
Zhang, Jing1 (AUTHOR) psymoon@126.com, Guo, Siwen1 (AUTHOR), Lipp, Ottmar V.2 (AUTHOR), Wang, Min1 (AUTHOR)
Publikováno v:
Cognition & Emotion. Aug/Sep2023, Vol. 37 Issue 5, p1040-1048. 9p. 1 Diagram, 1 Chart.
Autor:
Guo Siwen
Publikováno v:
RUDN Journal of Studies in Literature and Journalism, Vol 25, Iss 2, Pp 258-267 (2020)
The article discusses the historical and functional aspect of the study about the novel by I.S. Turgenevs Fathers and Sons in China. The focus is on a large number of works devoted to the Russian classic over the past century. At the same time, the h
Externí odkaz:
https://doaj.org/article/880a0291c27540e79512a24a241a62d6
Publikováno v:
Foreign Language & Literature Research; 2024, Vol. 10 Issue 2, p83-93, 11p
Akademický článek
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