CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine
Chain-of-Thought Prompting for Multi-domain NLU Tasks

CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks

23 October 2023

Philip S. Yu

Papers citing "CoF-CoT: Enhancing Large Language Models with Coarse-to-Fine Chain-of-Thought Prompting for Multi-domain NLU Tasks"

14 / 14 papers shown

Title
From Large to Super-Tiny: End-to-End Optimization for Cost-Efficient LLMs Jiliang Ni Jiachen Pu Zhongyi Yang Kun Zhou Hui Wang Xiaoliang Xiao Dakui Wang Xin Li Jingfeng Luo Conggang Hu 32 0 0 18 Apr 2025
Semantic Mastery: Enhancing LLMs with Advanced Natural Language Understanding Mohanakrishnan Hariharan 34 0 0 01 Apr 2025
PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts Ming Zhang Y. Wang Yujiong Shen Tingyi Yang Changhao Jiang ... Tao Liang Guojun Ma Qi Zhang Tao Gui Xuanjing Huang 55 0 0 09 Mar 2025
Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model Generalization Ru Wang Wei Huang Selena Song Haoyu Zhang Yusuke Iwasawa Y. Matsuo Jiaxian Guo OODD LRM 67 2 0 25 Feb 2025
Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages Hoang Nguyen Khyati Mahajan Vikas Yadav Philip S. Yu Masoud Hashemi Rishabh Maheshwary Rishabh Maheshwary 43 0 0 04 Nov 2024
Traffic Light or Light Traffic? Investigating Phrasal Semantics in Large Language Models Rui Meng Ye Liu Lifu Tu Daqing He Yingbo Zhou Semih Yavuz LRM 11 0 0 03 Oct 2024
CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts Hoang Nguyen Chenwei Zhang Ye Liu Natalie Parde Eugene Rohrbaugh Philip S. Yu 41 1 0 19 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Yinghui Li Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 47 35 0 07 Apr 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems Zihao Yi Jiarui Ouyang Yuwen Liu Tianhao Liao Zhe Xu Ying Shen LLMAG LRM 47 57 0 28 Feb 2024
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Wenting Zhao Ye Liu Yao Wan Yibo Wang Qingyang Wu Zhongfen Deng Jiangshu Du Shuaiqi Liu Yunlong Xu Philip S. Yu 36 7 0 17 Dec 2023
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs Ye Liu Semih Yavuz Rui Meng Meghana Moorthy Shafiq R. Joty Caiming Xiong Yingbo Zhou RALM 20 1 0 24 Aug 2023
ReAct: Synergizing Reasoning and Acting in Language Models Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 229 2,413 0 06 Oct 2022
Complexity-Based Prompting for Multi-Step Reasoning Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 158 411 0 03 Oct 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