Can Large Language Models Design Accurate Label Functions?

1 November 2023

Papers citing "Can Large Language Models Design Accurate Label Functions?"

9 / 9 papers shown

Title
Automated Query-Product Relevance Labeling using Large Language Models for E-commerce Search Jayant Sachdev Sean D Rosario Abhijeet Phatak He Wen Swati Kirti Chittaranjan Tripathy 29 1 0 21 Feb 2025
LLM-assisted Labeling Function Generation for Semantic Type Detection Chenjie Li Dan Zhang Jin Wang 15 0 0 28 Aug 2024
The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators Tzu-Heng Huang Catherine Cao Vaishnavi Bhargava Frederic Sala 26 3 0 25 Jun 2024
WeShap: Weak Supervision Source Evaluation with Shapley Values Naiqing Guan Nick Koudas 48 0 0 16 Jun 2024
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration Meihao Fan Xiaoyue Han Ju Fan Chengliang Chai Nan Tang Guoliang Li Xiaoyong Du 24 5 0 07 Dec 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 291 2,712 0 24 May 2022
Can Foundation Models Wrangle Your Data? A. Narayan Ines Chami Laurel J. Orr Simran Arora Christopher Ré LMTD AI4CE 164 212 0 20 May 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 297 3,163 0 21 Mar 2022
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021