Search Results for author: Yi-Syuan Chen

Found 6 papers, 3 papers with code

SINC: Self-Supervised In-Context Learning for Vision-Language Tasks

no code implementations ICCV 2023 Yi-Syuan Chen, Yun-Zhu Song, Cheng Yu Yeo, Bei Liu, Jianlong Fu, Hong-Han Shuai

To this end, we raise a question: ``How can we enable in-context learning without relying on the intrinsic in-context ability of large language models?".

Hallucination In-Context Learning

Shilling Black-box Review-based Recommender Systems through Fake Review Generation

no code implementations27 Jun 2023 Hung-Yun Chiang, Yi-Syuan Chen, Yun-Zhu Song, Hong-Han Shuai, Jason S. Chang

Review-Based Recommender Systems (RBRS) have attracted increasing research interest due to their ability to alleviate well-known cold-start problems.

Recommendation Systems Review Generation

SPEC: Summary Preference Decomposition for Low-Resource Abstractive Summarization

no code implementations24 Mar 2023 Yi-Syuan Chen, Yun-Zhu Song, Hong-Han Shuai

The generated summaries could therefore be constrained by the preference bias in the training set, especially under low-resource settings.

Abstractive Text Summarization Few-Shot Learning +1

Meta-Transfer Learning for Low-Resource Abstractive Summarization

1 code implementation18 Feb 2021 Yi-Syuan Chen, Hong-Han Shuai

Neural abstractive summarization has been studied in many pieces of literature and achieves great success with the aid of large corpora.

Abstractive Text Summarization Transfer Learning

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