Continual Prompt Tuning for Dialog State Tracking

13 March 2022

Papers citing "Continual Prompt Tuning for Dialog State Tracking"

42 / 42 papers shown

Title
RELIEF: Reinforcement Learning Empowered Graph Feature Prompt Tuning Jiapeng Zhu Zichen Ding Jianxiang Yu Jiaqi Tan Xiang Li Weining Qian OffRL 152 3 0 20 Jan 2025
LSEBMCL: A Latent Space Energy-Based Model for Continual Learning Xiaodi Li Dingcheng Li Rujun Gao Mahmoud Zamani Latifur Khan CLL KELM 49 0 0 09 Jan 2025
In-context Continual Learning Assisted by an External Continual Learner Saleh Momeni Sahisnu Mazumder Zixuan Ke Bing Liu CLL 96 0 0 20 Dec 2024
Continual Dialogue State Tracking via Reason-of-Select Distillation Yujie Feng Bo Liu Xiaoyu Dong Zexin Lu Li-Ming Zhan Xiao-Ming Wu Albert Y. S. Lam CLL LRM 44 5 0 19 Aug 2024
Learn it or Leave it: Module Composition and Pruning for Continual Learning Mingyang Wang Heike Adel Lukas Lange Jannik Strötgen Hinrich Schütze CLL KELM 39 1 0 26 Jun 2024
Few-shot Personalization of LLMs with Mis-aligned Responses Jaehyung Kim Yiming Yang 50 7 0 26 Jun 2024
Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning Chenyuan Wu Gangwei Jiang Defu Lian CLL 31 0 0 18 Jun 2024
Towards Lifelong Learning of Large Language Models: A Survey Junhao Zheng Shengjie Qiu Chengming Shi Qianli Ma KELM CLL 30 14 0 10 Jun 2024
Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation Cheng Niu Xingguang Wang Xuxin Cheng Juntong Song Tong Zhang 46 10 0 17 May 2024
Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning Yanhui Guo Shaoyuan Xu Jinmiao Fu Jia-Wei Liu Chaosheng Dong Bryan Wang VLM CLL 33 5 0 22 Apr 2024
MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking Tianwen Tang Tong Zhu Haodong Liu Yin Bai Jia Cheng Wenliang Chen MoE 24 0 0 12 Apr 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 150 310 0 21 Mar 2024
Granular Change Accuracy: A More Accurate Performance Metric for Dialogue State Tracking Taha İbrahim Aksu Nancy F. Chen 18 0 0 17 Mar 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models Rui Wang Fei Mi Yi Chen Boyang Xue Hongru Wang Qi Zhu Kam-Fai Wong Rui-Lan Xu CLL 35 6 0 05 Mar 2024
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement Jing Wang Jinagyun Li Chen Chen Yisi Zhang Haoran Shen Tianxiang Zhang VLM 42 11 0 25 Dec 2023
Prompt Pool based Class-Incremental Continual Learning for Dialog State Tracking Hong Liu Yucheng Cai Yuan Zhou Zhijian Ou Yi Huang Junlan Feng CLL 19 2 0 17 Nov 2023
Schema Graph-Guided Prompt for Multi-Domain Dialogue State Tracking Ruolin Su Ting-Wei Wu B. Juang 21 1 0 10 Nov 2023
Turn-Level Active Learning for Dialogue State Tracking Zihan Zhang Meng Fang Fanghua Ye Ling-Hao Chen Mohammad-Reza Namazi-Rad 43 1 0 23 Oct 2023
Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks Zixuan Ke Bing Liu Wenhan Xiong Asli Celikyilmaz Haoran Li CLL 32 5 0 13 Oct 2023
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing Yongrui Chen Shenyu Zhang Guilin Qi Xinnan Guo CLL 15 7 0 07 Oct 2023
Continual Learning with Dirichlet Generative-based Rehearsal Min Zeng Wei Xue Qi-fei Liu Yi-Ting Guo CLL BDL 32 5 0 13 Sep 2023
Class-Incremental Learning based on Label Generation Yijia Shao Yiduo Guo Dongyan Zhao Bin Liu CLL 29 14 0 22 Jun 2023
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation Taha İbrahim Aksu MingSung Kan Nancy F. Chen VLM 21 9 0 07 Jun 2023
PromptAttack: Probing Dialogue State Trackers with Adversarial Prompts Xiangjue Dong Yun He Ziwei Zhu James Caverlee AAML 36 7 0 07 Jun 2023
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction Minqian Liu Lifu Huang CLL 15 9 0 26 May 2023
Continual Dialogue State Tracking via Example-Guided Question Answering Hyundong Justin Cho Andrea Madotto Zhaojiang Lin Khyathi Raghavi Chandu Satwik Kottur Jing Xu Jonathan May Chinnadhurai Sankar CLL 29 3 0 23 May 2023
Psychologically-Inspired Causal Prompts Zhiheng Lyu Zhijing Jin Justus Mattern Rada Mihalcea Mrinmaya Sachan Bernhard Schoelkopf CML 38 0 0 02 May 2023
A Comprehensive Survey of Continual Learning: Theory, Method and Application Liyuan Wang Xingxing Zhang Hang Su Jun Zhu KELM CLL 43 606 0 31 Jan 2023
Contextual Dynamic Prompting for Response Generation in Task-oriented Dialog Systems Sandesh Swamy N. Tabari Chacha Chen Rashmi Gangadharaiah 16 5 0 30 Jan 2023
Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning Mingyu Derek Ma Jiun-Yu Kao Shuyang Gao Arpit Gupta Di Jin Tagyoung Chung Nanyun Peng 26 7 0 26 Jan 2023
Learning Label Modular Prompts for Text Classification in the Wild Hailin Chen Amrita Saha Chenyu You Steven C. H. Hoi OOD VLM 23 5 0 30 Nov 2022
Continual Learning of Natural Language Processing Tasks: A Survey Zixuan Ke Bin Liu KELM CLL VLM 29 69 0 23 Nov 2022
Continuous Prompt Tuning Based Textual Entailment Model for E-commerce Entity Typing Yibo Wang Congying Xia Guan Wang Philip Yu 21 6 0 04 Nov 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue Ying Zhao Yinhe Zheng Zhiliang Tian Chang Gao Yu Bowen Haiyang Yu Yongbin Li Jianguo Sun N. Zhang CLL OffRL 32 12 0 14 Oct 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation Xu Guo Boyang Albert Li Han Yu VLM 39 22 0 06 Oct 2022
"Do you follow me?": A Survey of Recent Approaches in Dialogue State Tracking Léo Jacqmin L. Rojas-Barahona Benoit Favre 41 27 0 29 Jul 2022
PromptDA: Label-guided Data Augmentation for Prompt-based Few-shot Learners Canyu Chen Kai Shu VLM 31 8 0 18 May 2022
Incremental Prompting: Episodic Memory Prompt for Lifelong Event Detection Minqian Liu Shiyu Chang Lifu Huang KELM CLL 22 29 0 15 Apr 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Cer VLM LRM 137 277 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 243 1,924 0 31 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 419 2,588 0 03 Sep 2019