Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt
Tuning

Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning

26 January 2023

Mingyu Derek Ma

Papers citing "Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning"

13 / 13 papers shown

Title
An Approach to Build Zero-Shot Slot-Filling System for Industry-Grade Conversational Assistants G P Shrivatsa Bhargav S. Neelam Udit Sharma S. Ikbal Dheeraj Sreedhar ... Dinesh Garg Kyle Croutwater Haode Qi Eric Wayne J. William Murdock 23 1 0 13 Jun 2024
Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking Yiyang Gu Yougen Zhou Qin Chen Ningning Zhou Jie Zhou Aimin Zhou Liang He AI4MH 29 1 0 12 Mar 2024
Improving Event Definition Following For Zero-Shot Event Detection Zefan Cai Po-Nien Kung Ashima Suvarna Mingyu Derek Ma Hritik Bansal Baobao Chang P. Brantingham Wei Wang Nanyun Peng 34 8 0 05 Mar 2024
Towards LLM-driven Dialogue State Tracking Yujie Feng Zexin Lu Bo Liu Li-Ming Zhan Xiao-Ming Wu 18 20 0 23 Oct 2023
STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models Mingyu Derek Ma Xiaoxu Wang Po-Nien Kung P. Brantingham Nanyun Peng Wei Wang SyDa 27 4 0 24 May 2023
DICE: Data-Efficient Clinical Event Extraction with Generative Models Mingyu Derek Ma Alex S. Taylor Wei Wang Nanyun Peng MedIm 30 26 0 16 Aug 2022
Summarization as Indirect Supervision for Relation Extraction K. Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen 65 52 0 19 May 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
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System Yixuan Su Lei Shu Elman Mansimov Arshit Gupta Deng Cai Yi-An Lai Yi Zhang 150 192 0 29 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
Slot Self-Attentive Dialogue State Tracking Fanghua Ye Jarana Manotumruksa Qiang Zhang Shenghui Li Emine Yilmaz 51 63 0 22 Jan 2021
Few Shot Dialogue State Tracking using Meta-learning Saket Dingliwal Bill Gao Sanchit Agarwal Chien-Wei Lin Tagyoung Chung Dilek Z. Hakkani-Tür OffRL 51 21 0 17 Jan 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,919 0 31 Dec 2020