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Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning
  Framework for OOD Intent Discovery

Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery

17 October 2022
Yutao Mou
Keqing He
Pei Wang
Yanan Wu
Jingang Wang
Wei Yu Wu
Weiran Xu
ArXivPDFHTML

Papers citing "Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery"

10 / 10 papers shown
Title
SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models
SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models
I-Fan Lin
Faegheh Hasibi
Suzan Verberne
44
0
0
19 Mar 2025
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed
  Intent Discovery
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery
Yimin Deng
Yuxia Wu
Guoshuai Zhao
Li Zhu
Xueming Qian
27
0
0
26 Oct 2024
A Survey of Ontology Expansion for Conversational Understanding
A Survey of Ontology Expansion for Conversational Understanding
Jinggui Liang
Yuxia Wu
Yuan Fang
Hao Fei
Lizi Liao
29
1
0
19 Oct 2024
A Diffusion Weighted Graph Framework for New Intent Discovery
A Diffusion Weighted Graph Framework for New Intent Discovery
Wenkai Shi
Wenbin An
Feng Tian
Qinghua Zheng
Qianying Wang
Ping Chen
DiffM
34
9
0
24 Oct 2023
Continual Generalized Intent Discovery: Marching Towards Dynamic and
  Open-world Intent Recognition
Continual Generalized Intent Discovery: Marching Towards Dynamic and Open-world Intent Recognition
Xiaoshuai Song
Yutao Mou
Keqing He
Yueyan Qiu
Pei Wang
Weiran Xu
25
2
0
16 Oct 2023
Large Language Models Meet Open-World Intent Discovery and Recognition:
  An Evaluation of ChatGPT
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
39
14
0
16 Oct 2023
ChatGPT as Data Augmentation for Compositional Generalization: A Case
  Study in Open Intent Detection
ChatGPT as Data Augmentation for Compositional Generalization: A Case Study in Open Intent Detection
Yihao Fang
Xianzhi Li
Stephen W. Thomas
Xiao-Dan Zhu
34
12
0
25 Aug 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for
  Generalized Intent Discovery
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
Rethinking Supervised Pre-training for Better Downstream Transferring
Rethinking Supervised Pre-training for Better Downstream Transferring
Yutong Feng
Jianwen Jiang
Mingqian Tang
R. L. Jin
Yue Gao
SSL
50
39
0
12 Oct 2021
Efficient Intent Detection with Dual Sentence Encoders
Efficient Intent Detection with Dual Sentence Encoders
I. Casanueva
Tadas Temvcinas
D. Gerz
Matthew Henderson
Ivan Vulić
VLM
180
453
0
10 Mar 2020
1