book chapter · Lecture notes in computer science · 2026

Uncertainty-Aware Semantic Decoding for LLM-Based Sequential Recommendation

Chenke Yin, Fan Li, Jia Wang, Dongxiao Hu, Haichao Zhang, Chong Zhang, Yang Xiang

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Abstract

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Cite this paper

Yin, C., Li, F., Wang, J., Hu, D., Zhang, H., Zhang, C., & Xiang, Y. (2026). Uncertainty-Aware Semantic Decoding for LLM-Based Sequential Recommendation. Lecture notes in computer science, 386–401. https://doi.org/10.1007/978-981-95-5719-6_25

MLA 9

Yin, Chenke, et al. “Uncertainty-Aware Semantic Decoding for LLM-Based Sequential Recommendation.” Lecture notes in computer science, 2026, pp. 386–401, https://doi.org/10.1007/978-981-95-5719-6_25.

Chicago

Yin, Chenke, Fan Li, Jia Wang, Dongxiao Hu, Haichao Zhang, Chong Zhang, and Yang Xiang. 2026. “Uncertainty-Aware Semantic Decoding for LLM-Based Sequential Recommendation.” Lecture notes in computer science: 386–401. https://doi.org/10.1007/978-981-95-5719-6_25.

Harvard

Yin, C. et al. (2026) ‘Uncertainty-Aware Semantic Decoding for LLM-Based Sequential Recommendation’, Lecture notes in computer science, pp. 386–401. Available at: https://doi.org/10.1007/978-981-95-5719-6_25.

BibTeX

@incollection{yin2026uncertainty,
  title = {{Uncertainty-Aware Semantic Decoding for LLM-Based Sequential Recommendation}},
  author = {Yin, Chenke and Li, Fan and Wang, Jia and Hu, Dongxiao and Zhang, Haichao and Zhang, Chong and Xiang, Yang},
  booktitle = {Lecture notes in computer science},
  pages = {386--401},
  year = {2026},
  doi = {10.1007/978-981-95-5719-6_25}
}

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