An Explicit-Joint and Supervised-Contrastive Learning Framework for
Few-Shot Intent Classification and Slot Filling

An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling

26 October 2021

Papers citing "An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling"

11 / 11 papers shown

Title
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery Yimin Deng Yuxia Wu Guoshuai Zhao Li Zhu Xueming Qian 32 0 0 26 Oct 2024
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU Guanhua Chen Yutong Yao Derek F. Wong Lidia S. Chao 55 2 0 05 May 2024
Decoupling Representation and Knowledge for Few-Shot Intent Classification and Slot Filling Jie Han Yixiong Zou Yining Qi Jun Wang Wei Liu Yao Wu Tao Zhang Ruixuan Li VLM 33 0 0 21 Dec 2023
HierarchicalContrast: A Coarse-to-Fine Contrastive Learning Framework for Cross-Domain Zero-Shot Slot Filling Junwen Zhang Yin Zhang BDL 27 3 0 13 Oct 2023
S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs Sarkar Snigdha Sarathi Das C. Shah Mengting Wan Jennifer Neville Longfei Yang Reid Andersen Georg Buscher Tara Safavi 21 7 0 16 Sep 2023
Boosting Few-Shot Text Classification via Distribution Estimation Han Liu Feng Zhang Xiaotong Zhang Siyang Zhao Fenglong Ma Xiao-Ming Wu Hongyang Chen Hong Yu Xianchao Zhang OODD VLM 43 12 0 26 Mar 2023
A Simple Meta-learning Paradigm for Zero-shot Intent Classification with Mixture Attention Mechanism Han Liu Siyang Zhao Xiaotong Zhang Feng Zhang Ju Sun Hong Yu Xianchao Zhang VLM 34 11 0 05 Jun 2022
A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition Yingwen Fu Nankai Lin Ziyu Yang Shengyi Jiang 24 4 0 02 Apr 2022
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 52 260 0 05 Sep 2019
Bayesian Model-Agnostic Meta-Learning Taesup Kim Jaesik Yoon Ousmane Amadou Dia Sungwoong Kim Yoshua Bengio Sungjin Ahn UQCV BDL 228 498 0 11 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 466 11,715 0 09 Mar 2017