Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable
Fine-tuning for Zero-Shot Dialogue Summarization

Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization

9 April 2022

Weiran Xu

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Papers citing "Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization"

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Title
Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization Yen-Ju Lu Ting-Yao Hu H. Koppula Hadi Pouransari Jen-Hao Rick Chang ... Xiang Kong Qi Zhu Simon Wang Oncel Tuzel Raviteja Vemulapalli 74 0 0 24 Feb 2025
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning Lulu Zhao Weihao Zeng Xiaofeng Shi Hua Zhou MoMe MoE 120 2 0 12 Dec 2024
Novel-WD: Exploring acquisition of Novel World Knowledge in LLMs Using Prefix-Tuning Maxime Méloux Christophe Cerisara KELM CLL 89 0 0 30 Aug 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu ALM LM&MA ELM LRM 121 59 0 21 May 2024
OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System Mingtao Yang See-Kiong Ng Jinlan Fu 86 2 0 28 Dec 2023
Visually-Aware Context Modeling for News Image Captioning Tingyu Qu Tinne Tuytelaars Marie-Francine Moens VLM 60 9 0 16 Aug 2023
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation Jiaqi Bai Zhao Yan Jian Yang Xinnian Liang Hongcheng Guo Zhoujun Li 55 9 0 27 Jun 2023
Domain Aligned Prefix Averaging for Domain Generalization in Abstractive Summarization Pranav Ajit Nair Sukomal Pal Pradeepika Verm MoMe 83 2 0 26 May 2023
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning Kaige Xie Tong Yu Haoliang Wang Junda Wu Handong Zhao Ruiyi Zhang K. Mahadik A. Nenkova Mark O. Riedl 81 2 0 20 May 2023
PROM: A Phrase-level Copying Mechanism with Pre-training for Abstractive Summarization Xinbei Ma Yeyun Gong Pengcheng He Hai Zhao Nan Duan 63 2 0 11 May 2023
Compositional Zero-Shot Domain Transfer with Text-to-Text Models Fangyu Liu Qianchu Liu Shruthi Bannur Fernando Pérez-García Naoto Usuyama ... A. Nori Hoifung Poon Javier Alvarez-Valle Ozan Oktay Stephanie L. Hyland VLM 98 6 0 23 Mar 2023
Few-shot Query-Focused Summarization with Prefix-Merging Ruifeng Yuan Zili Wang Ziqiang Cao Wenjie Li 106 7 0 29 Nov 2022
Unified Knowledge Prompt Pre-training for Customer Service Dialogues Keqing He Jingang Wang Chaobo Sun Wei Wu 72 4 0 31 Aug 2022
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 80 103 0 07 Jul 2021