Bridge to Target Domain by Prototypical Contrastive Learning and Label
Confusion: Re-explore Zero-Shot Learning for Slot Filling

Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling

7 October 2021

Weiran Xu

Papers citing "Bridge to Target Domain by Prototypical Contrastive Learning and Label Confusion: Re-explore Zero-Shot Learning for Slot Filling"

12 / 12 papers shown

Title
A Survey of Ontology Expansion for Conversational Understanding Jinggui Liang Yuxia Wu Yuan Fang Hao Fei Lizi Liao 24 1 0 19 Oct 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 21 1 0 22 Feb 2024
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot Filling Yuanjun Shi Linzhi Wu Minglai Shao 19 2 0 23 Oct 2023
DemoNSF: A Multi-task Demonstration-based Generative Framework for Noisy Slot Filling Task Guanting Dong Tingfeng Hui Zhuoma Gongque Jinxu Zhao Daichi Guo Gang Zhao Keqing He Weiran Xu DiffM 11 7 0 16 Oct 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling Junwen Zhang Yin Zhang BDL 24 3 0 13 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 22 6 0 05 Oct 2023
Introducing "Forecast Utterance" for Conversational Data Science Md. Mahadi Hassan Alex Knipper S. Karmaker AI4TS 26 0 0 07 Sep 2023
Generative Zero-Shot Prompt Learning for Cross-Domain Slot Filling with Inverse Prompting Xuefeng Li Liwen Wang Guanting Dong Keqing He Jinzheng Zhao Hao Lei Jiachi Liu Weiran Xu VLM 17 14 0 06 Jul 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery Yutao Mou Xiaoshuai Song Keqing He Chen Zeng Pei Wang Jingang Wang Yunsen Xian Weiran Xu 30 8 0 28 May 2023
Actively Discovering New Slots for Task-oriented Conversation Yuxia Wu Tianhao Dai Zhedong Zheng Lizi Liao 13 1 0 06 May 2023
PSSAT: A Perturbed Semantic Structure Awareness Transferring Method for Perturbation-Robust Slot Filling Guanting Dong Daichi Guo Liwen Wang Xuefeng Li Zechen Wang ... Hao Lei Xinyue Cui Yi Huang Junlan Feng Weiran Xu 10 12 0 24 Aug 2022
A Robust Contrastive Alignment Method For Multi-Domain Text Classification Xuefeng Li Hao Lei Liwen Wang Guanting Dong Jinzheng Zhao Jiachi Liu Weiran Xu Chunyun Zhang 22 7 0 26 Apr 2022