no code implementations • 14 Mar 2024 • Erhan Zhang, Xingzhu Wang, Peiyuan Gong, Yankai Lin, Jiaxin Mao
However, the potential of using LLMs in simulating search behaviors has not yet been fully explored.
1 code implementation • 9 Feb 2024 • Peiyuan Gong, Jiamian Li, Jiaxin Mao
Hence, to better support the research in collaborative search, in this demo, we propose CoSearchAgent, a lightweight collaborative search agent powered by LLMs.
no code implementations • 16 Dec 2023 • Peiyuan Gong, Jiaxin Mao
Specifically, for a given aspect to evaluate, we first prompt the LLM to generate a chain of aspects that are relevant to the target aspect and could be useful for the evaluation.
1 code implementation • 3 Nov 2022 • Peiyuan Gong, Xuebo Liu, Heyan Huang, Min Zhang
Pretraining-based (PT-based) automatic evaluation metrics (e. g., BERTScore and BARTScore) have been widely used in several sentence generation tasks (e. g., machine translation and text summarization) due to their better correlation with human judgments over traditional overlap-based methods.