Using LLMs for the Extraction and Normalization of Product Attribute Values

4 March 2024

Papers citing "Using LLMs for the Extraction and Normalization of Product Attribute Values"

4 / 4 papers shown

Title
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs Do Xuan Long Hai Nguyen Ngoc Tiviatis Sim Hieu Dao Shafiq R. Joty Kenji Kawaguchi Nancy F. Chen Min-Yen Kan 29 7 0 16 Aug 2024
EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction Li Yang Qifan Wang Jianfeng Chi Jiahao Liu Jingang Wang Fuli Feng Zenglin Xu Yi Fang Lifu Huang Dongfang Liu 28 1 0 10 Jun 2024
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 156 332 0 25 May 2022
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 48 25 0 25 May 2022