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2005.11014
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Intent Mining from past conversations for conversational agent
22 May 2020
Ajay Chatterjee
Shubhashis Sengupta
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Papers citing
"Intent Mining from past conversations for conversational agent"
24 / 24 papers shown
Minimally Supervised Hierarchical Domain Intent Learning for CRS
Safikureshi Mondal
S. Dasgupta
Amarnath Gupta
278
0
0
04 May 2025
LANID: LLM-assisted New Intent Discovery
International Conference on Language Resources and Evaluation (LREC), 2025
Lu Fan
Jiashu Pu
Rongsheng Zhang
Xiao-Ming Wu
422
4
0
31 Mar 2025
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yimin Deng
Yuxia Wu
Guoshuai Zhao
Li Zhu
Xueming Qian
307
1
0
26 Oct 2024
Controllable Discovery of Intents: Incremental Deep Clustering Using Semi-Supervised Contrastive Learning
International Joint Conference on Natural Language Processing (IJCNLP), 2024
Mrinal Rawat
Hithesh Sankararaman
Victor Barrès
379
0
0
18 Oct 2024
One Stone, Four Birds: A Comprehensive Solution for QA System Using Supervised Contrastive Learning
Bo Wang
Tsunenori Mine
AAML
287
0
0
12 Jul 2024
Unsupervised Extraction of Dialogue Policies from Conversations
Makesh Narsimhan Sreedhar
Traian Rebedea
Christopher Parisien
OffRL
286
4
0
21 Jun 2024
Algorithms for automatic intents extraction and utterances classification for goal-oriented dialogue systems
L. Legashev
A. Shukhman
A. Zhigalov
152
0
0
15 Dec 2023
Towards a Fully Unsupervised Framework for Intent Induction in Customer Support Dialogues
Rita Costa
Bruno Martins
Sérgio Viana
Luísa Coheur
129
2
0
28 Jul 2023
NatCS: Eliciting Natural Customer Support Dialogues
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
James Gung
Emily Moeng
Wesley Rose
Arshit Gupta
Yi Zhang
Saab Mansour
199
7
0
04 May 2023
Intent Induction from Conversations for Task-Oriented Dialogue Track at DSTC 11
James Gung
Raphael Shu
Emily Moeng
Wesley Rose
Salvatore Romeo
Yassine Benajiba
Arshit Gupta
Saab Mansour
Yi Zhang
304
14
0
25 Apr 2023
Toward Open-domain Slot Filling via Self-supervised Co-training
The Web Conference (WWW), 2023
A. Mosharrof
Moghis Fereidouni
A.B. Siddique
174
2
0
24 Mar 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
433
2
0
23 Mar 2023
DORIC : Domain Robust Fine-Tuning for Open Intent Clustering through Dependency Parsing
Jihyung Lee
Seungyeon Seo
Yunsu Kim
G. G. Lee
192
1
0
17 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
292
1
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
664
3
0
05 Dec 2022
Building the Intent Landscape of Real-World Conversational Corpora with Extractive Question-Answering Transformers
Jean-Philippe Corbeil
Mia Taige Li
H. Ghavidel
208
0
0
26 Aug 2022
Adapting Task-Oriented Dialogue Models for Email Conversations
Soham Deshmukh
Charles Lee
237
1
0
19 Aug 2022
New Intent Discovery with Pre-training and Contrastive Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Yuwei Zhang
Haode Zhang
Li-Ming Zhan
Albert Y.S. Lam
Albert Y. S. Lam
SSL
VLM
410
51
0
25 May 2022
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss
AAAI Conference on Artificial Intelligence (AAAI), 2022
Yantao Gong
Cao Liu
Fan Yang
Xunliang Cai
Guanglu Wan
Jiansong Chen
Weipeng Zhang
Houfeng Wang
UQCV
233
4
0
17 Mar 2022
Convex Polytope Modelling for Unsupervised Derivation of Semantic Structure for Data-efficient Natural Language Understanding
Jingyan Zhou
Xiaohan Feng
King Keung Wu
Helen Meng
147
1
0
25 Jan 2022
Dialog Intent Induction via Density-based Deep Clustering Ensemble
Jiashu Pu
Guandan Chen
Yongzhu Chang
Xiaoxi Mao
172
2
0
18 Jan 2022
ProtoInfoMax: Prototypical Networks with Mutual Information Maximization for Out-of-Domain Detection
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Iftitahu Ni'mah
Meng Fang
Vlado Menkovski
Mykola Pechenizkiy
339
7
0
27 Aug 2021
Open Intent Discovery through Unsupervised Semantic Clustering and Dependency Parsing
Pengfei Liu
Youzhang Ning
King Keung Wu
Kun Li
Helen Meng
236
22
0
25 Apr 2021
Efficient Intent Detection with Dual Sentence Encoders
I. Casanueva
Tadas Temvcinas
D. Gerz
Matthew Henderson
Ivan Vulić
VLM
833
596
0
10 Mar 2020
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