Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog
Systems

Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems

17 October 2022

Weiran Xu

Papers citing "Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems"

15 / 15 papers shown

Title
DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations Weihao Zeng Dayuan Fu Keqing He Yejie Wang Yukai Xu Weiran Xu 33 2 0 31 Mar 2024
BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses Weihao Zeng Keqing He Yejie Wang Dayuan Fu Weiran Xu 33 0 0 02 Mar 2024
Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task Jinxu Zhao Guanting Dong Yueyan Qiu Tingfeng Hui Xiaoshuai Song Daichi Guo Weiran Xu 27 1 0 22 Feb 2024
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking Yuxiang Wu Guanting Dong Weiran Xu 22 3 0 16 Oct 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition Xiaoshuai Song Yutao Mou Keqing He Yueyan Qiu Pei Wang Weiran Xu 19 2 0 16 Oct 2023
Large Language Models Meet Open-World Intent Discovery and Recognition: An Evaluation of ChatGPT Xiaoshuai Song Keqing He Pei Wang Guanting Dong Yutao Mou Jingang Wang Yunsen Xian Xunliang Cai Weiran Xu LRM 34 13 0 16 Oct 2023
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling Task Guanting Dong Jinxu Zhao Tingfeng Hui Daichi Guo Wenlong Wan ... Yueyan Qiu Zhuoma Gongque Keqing He Zechen Wang Weiran Xu AAML 27 19 0 10 Oct 2023
Towards Robust and Generalizable Training: An Empirical Study of Noisy Slot Filling for Input Perturbations Jiachi Liu Liwen Wang Guanting Dong Xiaoshuai Song Zechen Wang ... Shanglin Lei Jinzheng Zhao Keqing He Bo Xiao Weiran Xu 27 6 0 05 Oct 2023
Watch the Speakers: A Hybrid Continuous Attribution Network for Emotion Recognition in Conversation With Emotion Disentanglement Shanglin Lei Xiaoping Wang Guanting Dong Jiang Li Yingjian Liu 24 2 0 18 Sep 2023
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER Guanting Dong Zechen Wang Jinxu Zhao Gang Zhao Daichi Guo ... Keqing He Xuefeng Li Liwen Wang Xinyue Cui Weiran Xu 32 19 0 28 Aug 2023
Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA Guanting Dong Rumei Li Sirui Wang Yupeng Zhang Yunsen Xian Weiran Xu LMTD 34 18 0 28 Aug 2023
Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision Yucheng Cai Hong Liu Zhijian Ou Y. Huang Junlan Feng RALM 25 3 0 22 May 2023
Information Extraction and Human-Robot Dialogue towards Real-life Tasks: A Baseline Study with the MobileCS Dataset Hong Liu Hao Peng Zhijian Ou Juan-Zi Li Yi Huang Junlan Feng 21 6 0 27 Sep 2022
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 148 192 0 29 Sep 2021
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 41 260 0 05 Sep 2019