Search Results for author: Bolin Zhang

Found 3 papers, 2 papers with code

A Survey on Data Selection for LLM Instruction Tuning

1 code implementation4 Feb 2024 Jiahao Wang, Bolin Zhang, Qianlong Du, Jiajun Zhang, Dianhui Chu

Instruction tuning is a vital step of training large language models (LLM), so how to enhance the effect of instruction tuning has received increased attention.

Instruction Following

HeroNet: A Hybrid Retrieval-Generation Network for Conversational Bots

1 code implementation29 Jan 2023 Bolin Zhang, Yunzhe Xu, Zhiying Tu, Dianhui Chu

Specifically, the retrieval performance is improved while the model size is reduced by training two lightweight, task-specific adapter modules that share only one underlying T5-Encoder model.

Multi-Task Learning Question Answering +2

Requirements Elicitation in Cognitive Service for Recommendation

no code implementations29 Mar 2022 Bolin Zhang, Zhiying Tu, Yunzhe Xu, Dianhui Chu, Xiaofei Xu

To this end, two phases must be applied: I. Sequence planning and Real-time detection of user requirement, II. Service resource selection and Response generation.

Response Generation

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