On Training Instance Selection for Few-Shot Neural Text Generation

7 July 2021

Xiaoyu Shen

Papers citing "On Training Instance Selection for Few-Shot Neural Text Generation"

21 / 21 papers shown

Title
YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization Dongsuk Jang Alan Li Arman Cohan 37 0 0 04 Apr 2025
Active Few-Shot Learning for Text Classification Saeed Ahmadnia Arash Yousefi Jordehi Mahsa Hosseini Khasheh Heyran Seyed Abolghasem Mirroshandel Owen Rambow Cornelia Caragea 58 0 0 26 Feb 2025
DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning Jiaxin Guo Cheng Chen Shuzhen Li T. Zhang 54 0 0 01 Feb 2025
Human-Centered Design Recommendations for LLM-as-a-Judge Qian Pan Zahra Ashktorab Michael Desmond Martin Santillan Cooper James M. Johnson Rahul Nair Elizabeth M. Daly Werner Geyer ELM ALM 31 17 0 03 Jul 2024
In-Context Learning on a Budget: A Case Study in Token Classification Uri Berger Tal Baumel Gabriel Stanovsky 42 0 0 19 Jun 2024
What Makes Good Few-shot Examples for Vision-Language Models? Zhaojun Guo Jinghui Lu Xuejing Liu Rui Zhao ZhenXing Qian Fei Tan VLM 22 0 0 22 May 2024
A Systematic Review of Data-to-Text NLG Chinonso Osuji Thiago Castro Ferreira Brian Davis 21 1 0 13 Feb 2024
ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles S. Petridis Benjamin D. Wedin James Wexler Aaron Donsbach Mahima Pushkarna Nitesh Goyal Carrie J. Cai Michael Terry 12 33 0 24 Oct 2023
Towards Free Data Selection with General-Purpose Models Alessandro Mutti Mingyu Ding Patrizia Semeraro Wei Zhan 21 9 0 29 Sep 2023
AST-MHSA : Code Summarization using Multi-Head Self-Attention Y. Nagaraj U. Gupta 11 1 0 10 Aug 2023
Revisiting Sample Size Determination in Natural Language Understanding Ernie Chang Muhammad Hassan Rashid Pin-Jie Lin Changsheng Zhao Vera Demberg Yangyang Shi Vikas Chandra 15 1 0 01 Jul 2023
Active Learning for Natural Language Generation Yotam Perlitz Ariel Gera Michal Shmueli-Scheuer D. Sheinwald Noam Slonim L. Ein-Dor 19 3 0 24 May 2023
ScatterShot: Interactive In-context Example Curation for Text Transformation Tongshuang Wu Hua Shen Daniel S. Weld Jeffrey Heer Marco Tulio Ribeiro 14 24 0 14 Feb 2023
Cold-Start Data Selection for Few-shot Language Model Fine-tuning: A Prompt-Based Uncertainty Propagation Approach Yue Yu Rongzhi Zhang Ran Xu Jieyu Zhang Jiaming Shen Chao Zhang 45 21 0 15 Sep 2022
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation Wanyu Du Hanjie Chen Yangfeng Ji 10 1 0 19 May 2022
Generating Representative Samples for Few-Shot Classification Jingyi Xu Hieu M. Le VLM 9 61 0 05 May 2022
Decorate the Examples: A Simple Method of Prompt Design for Biomedical Relation Extraction Hui-Syuan Yeh Thomas Lavergne Pierre Zweigenbaum 19 10 0 21 Apr 2022
A Survey on Legal Judgment Prediction: Datasets, Metrics, Models and Challenges Junyun Cui Xiaoyu Shen Feiping Nie Z. Wang Jinglong Wang Yulong Chen AILaw ELM 17 63 0 11 Apr 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 9 33 0 30 Mar 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots Wenting Zhao Ye Liu Yao Wan Philip S. Yu 16 11 0 01 Mar 2022
Reinforcement Learning for Few-Shot Text Generation Adaptation Pengsen Cheng Jinqiao Dai Jiamiao Liu Jiayong Liu Peng Jia 22 5 0 22 Nov 2021