kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest
Neighbor In-Context Learning

kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning

17 December 2023

Philip S. Yu

Papers citing "kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning"

12 / 12 papers shown

Title
LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation Jiahao Yuan Xingzhe Sun Xing Yu Jingwen Wang Dehui Du Zhiqing Cui Zixiang Di LRM 23 0 0 23 Apr 2025
Curriculum Demonstration Selection for In-Context Learning Duc Anh Vu Nguyen Tran Cong Duy Xiaobao Wu Hoang Minh Nhat Du Mingzhe Nguyen Thanh Thong Anh Tuan Luu 67 0 0 27 Nov 2024
Utilizing Large LanguageModels to Detect Privacy Leaks in Mini-App Code Liming Jiang 16 1 0 12 Feb 2024
Detecting Scams Using Large Language Models Liming Jiang 32 14 0 05 Feb 2024
A Survey on Large Language Model (LLM) Security and Privacy: The Good, the Bad, and the Ugly Yifan Yao Jinhao Duan Kaidi Xu Yuanfang Cai Eric Sun Yue Zhang PILM ELM 24 463 0 04 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
$k$ NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference Benfeng Xu Quan Wang Zhendong Mao Yajuan Lyu Qiaoqiao She Yongdong Zhang 85 52 0 24 Mar 2023
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-based Encoder Elman Mansimov Yi Zhang 106 15 0 09 Sep 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation Yue Wang Weishi Wang Shafiq R. Joty S. Hoi 204 1,451 0 02 Sep 2021
Constrained Language Models Yield Few-Shot Semantic Parsers Richard Shin C. H. Lin Sam Thomson Charles C. Chen Subhro Roy Emmanouil Antonios Platanios Adam Pauls Dan Klein J. Eisner Benjamin Van Durme 290 196 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
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