Revisiting Demonstration Selection Strategies in In-Context Learning

Revisiting Demonstration Selection Strategies in In-Context Learning

22 January 2024

Liang Ding

Min Zhang

Papers citing "Revisiting Demonstration Selection Strategies in In-Context Learning"

12 / 12 papers shown

Title
Problem-Solving Logic Guided Curriculum In-Context Learning for LLMs Complex Reasoning Xuetao Ma Wenbin Jiang Hua Huang LRM 101 3 0 21 Feb 2025
D.Va: Validate Your Demonstration First Before You Use It Qi Zhang Zhiqing Xiao Ruixuan Xiao Lirong Gao Junbo Zhao 160 0 0 20 Feb 2025
ARISE: Iterative Rule Induction and Synthetic Data Generation for Text Classification Y. Meena Vaibhav Singh Ayush Maheshwari Amrith Krishna Ganesh Ramakrishnan AI4TS 359 0 0 09 Feb 2025
Dr.ICL: Demonstration-Retrieved In-context Learning Man Luo Xin Xu Zhuyun Dai Panupong Pasupat Mehran Kazemi Chitta Baral Vaiva Imbrasaite Vincent Zhao RALM 87 55 0 23 May 2023
AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback Yann Dubois Xuechen Li Rohan Taori Tianyi Zhang Ishaan Gulrajani Jimmy Ba Carlos Guestrin Percy Liang Tatsunori B. Hashimoto ALM 108 590 0 22 May 2023
Demystifying Prompts in Language Models via Perplexity Estimation Hila Gonen Srini Iyer Terra Blevins Noah A. Smith Luke Zettlemoyer LRM 115 210 0 08 Dec 2022
Vega-MT: The JD Explore Academy Translation System for WMT22 Changtong Zan Keqin Peng Liang Ding Baopu Qiu Boan Liu ... Zhenghang Zhang Chuang Liu Weifeng Liu Yibing Zhan Dacheng Tao VLM 50 14 0 20 Sep 2022
Selective Annotation Makes Language Models Better Few-Shot Learners Hongjin Su Jungo Kasai Chen Henry Wu Weijia Shi Tianlu Wang ... Rui Zhang Mari Ostendorf Luke Zettlemoyer Noah A. Smith Tao Yu 93 256 0 05 Sep 2022
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 77 699 0 16 Dec 2021
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 948 12,129 0 27 Aug 2019
A Call for Clarity in Reporting BLEU Scores Matt Post 129 2,978 0 23 Apr 2018
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 485 4,473 0 18 Apr 2017