New Intent Discovery with Pre-training and Contrastive Learning

25 May 2022

Albert Y.S. Lam

Papers citing "New Intent Discovery with Pre-training and Contrastive Learning"

24 / 24 papers shown

Title
Cultural Learning-Based Culture Adaptation of Language Models Chen Cecilia Liu Anna Korhonen Iryna Gurevych 34 0 0 03 Apr 2025
GLEAN: Generalized Category Discovery with Diverse and Quality-Enhanced LLM Feedback Henry Peng Zou Siffi Singh Yi Nian Jianfeng He Jason (Jinglun) Cai Saab Mansour Hang Su 39 2 0 25 Feb 2025
IntentGPT: Few-shot Intent Discovery with Large Language Models Juan A. Rodriguez Nicholas Botzer David Vazquez Christopher Pal M. Pedersoli I. Laradji VLM 60 1 0 16 Nov 2024
Prompt-enhanced Network for Hateful Meme Classification Junxi Liu Yanyan Feng Jiehai Chen Yun Xue Fenghuan Li VLM 43 0 0 12 Nov 2024
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery Yimin Deng Yuxia Wu Guoshuai Zhao Li Zhu Xueming Qian 19 0 0 26 Oct 2024
One Stone, Four Birds: A Comprehensive Solution for QA System Using Supervised Contrastive Learning Bo Wang Tsunenori Mine AAML 28 0 0 12 Jul 2024
Context-Aware Clustering using Large Language Models Sindhu Tipirneni Ravinarayana Adkathimar Nurendra Choudhary G. Hiranandani Rana Ali Amjad V. Ioannidis Changhe Yuan Chandan K. Reddy 15 5 0 02 May 2024
RoNID: New Intent Discovery with Generated-Reliable Labels and Cluster-friendly Representations Shun Zhang Chaoran Yan Jian Yang Changyu Ren Jiaqi Bai Tongliang Li Zhoujun Li 14 1 0 13 Apr 2024
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations Hanlei Zhang Xin Wang Hua Xu Qianrui Zhou Kai Gao Jianhua Su jinyue Zhao Wenrui Li Yanting Chen 18 1 0 16 Mar 2024
A Diffusion Weighted Graph Framework for New Intent Discovery Wenkai Shi Wenbin An Feng Tian Qinghua Zheng Qianying Wang Ping Chen DiffM 10 9 0 24 Oct 2023
DNA: Denoised Neighborhood Aggregation for Fine-grained Category Discovery Wenbin An Feng Tian Wenkai Shi Yan Chen Qinghua Zheng Qianying Wang Ping Chen 24 5 0 16 Oct 2023
IDAS: Intent Discovery with Abstractive Summarization Maarten De Raedt Fréderic Godin Thomas Demeester Chris Develder 22 16 0 31 May 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 14 8 0 28 May 2023
ClusterLLM: Large Language Models as a Guide for Text Clustering Yuwei Zhang Zihan Wang Jingbo Shang 15 50 0 24 May 2023
Revealing User Familiarity Bias in Task-Oriented Dialogue via Interactive Evaluation Takyoung Kim Jamin Shin Young-Ho Kim Sanghwan Bae Sungdong Kim 28 1 0 23 May 2023
A Clustering Framework for Unsupervised and Semi-supervised New Intent Discovery Hanlei Zhang Huanlin Xu Xin Eric Wang Fei Long Kai Gao 20 11 0 16 Apr 2023
Multi-View Zero-Shot Open Intent Induction from Dialogues: Multi Domain Batch and Proxy Gradient Transfer Hyukhun Koh Haesung Pyun Nakyeong Yang Kyomin Jung 19 1 0 23 Mar 2023
Multi-Stage Coarse-to-Fine Contrastive Learning for Conversation Intent Induction Caiyuan Chu Ya Li Yifan Liu Jia-Chen Gu Quan Liu Yongxin Ge Guoping Hu 17 0 0 09 Mar 2023
Analysis of Utterance Embeddings and Clustering Methods Related to Intent Induction for Task-Oriented Dialogue Jeiyoon Park Yoonna Jang Chanhee Lee Heu-Jeoung Lim 14 3 0 05 Dec 2022
Generalized Category Discovery with Decoupled Prototypical Network Wenbin An Feng Tian Qinghua Zheng Wei Ding Qianying Wang Ping Chen 20 44 0 28 Nov 2022
Discovering New Intents Using Latent Variables Yunhua Zhou Peiju Liu Yuxin Wang Xipeng QIu 11 1 0 21 Oct 2022
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery Yutao Mou Keqing He Pei Wang Yanan Wu Jingang Wang Wei Yu Wu Weiran Xu 12 13 0 17 Oct 2022
Effectiveness of Pre-training for Few-shot Intent Classification Haode Zhang Yuwei Zhang Li-Ming Zhan Jiaxin Chen Guangyuan Shi Xiao-Ming Wu Albert Y. S. Lam VLM 72 44 0 13 Sep 2021
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 160 444 0 10 Mar 2020