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A Post-processing Method for Detecting Unknown Intent of Dialogue System
  via Pre-trained Deep Neural Network Classifier

A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier

Knowledge-Based Systems (KBS), 2019
7 March 2020
Ting-En Lin
Hua Xu
ArXiv (abs)PDFHTML

Papers citing "A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier"

12 / 12 papers shown
Open-Set Domain Adaptation Under Background Distribution Shift: Challenges and A Provably Efficient Solution
Open-Set Domain Adaptation Under Background Distribution Shift: Challenges and A Provably Efficient Solution
Shravan Chaudhari
Yoav Wald
Suchi Saria
OODVLM
366
0
0
01 Dec 2025
OpenCML: End-to-End Framework of Open-world Machine Learning to Learn Unknown Classes Incrementally
OpenCML: End-to-End Framework of Open-world Machine Learning to Learn Unknown Classes Incrementally
Jitendra Parmar
Praveen Singh Thakur
CLLVLM
270
0
0
23 Nov 2025
LMC: Large Model Collaboration with Cross-assessment for Training-Free
  Open-Set Object Recognition
LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object RecognitionNeural Information Processing Systems (NeurIPS), 2023
Haoxuan Qu
Xiaofei Hui
Yujun Cai
Jun Liu
689
20
0
22 Sep 2023
Intent-calibrated Self-training for Answer Selection in Open-domain
  Dialogues
Intent-calibrated Self-training for Answer Selection in Open-domain DialoguesTransactions of the Association for Computational Linguistics (TACL), 2023
Wentao Deng
Jiahuan Pei
Zhaochun Ren
Zhumin Chen
Sudipta Singha Roy
376
6
0
13 Jul 2023
Open World Classification with Adaptive Negative Samples
Open World Classification with Adaptive Negative SamplesConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Ke Bai
Guoyin Wang
Jiwei Li
Sunghyun Park
Sungjin Lee
Puyang Xu
Ricardo Henao
Lawrence Carin
VLM
199
7
0
09 Mar 2023
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion
  Recognition
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion RecognitionConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Guimin Hu
Ting-En Lin
Yi Zhao
Guangming Lu
Yuchuan Wu
Yongbin Li
319
212
0
21 Nov 2022
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue
  Systems
Duplex Conversation: Towards Human-like Interaction in Spoken Dialogue SystemsKnowledge Discovery and Data Mining (KDD), 2022
Ting-En Lin
Yuchuan Wu
Feiling Huang
Luo Si
Jian Sun
Yongbin Li
419
35
0
30 May 2022
Learning Discriminative Representations and Decision Boundaries for Open
  Intent Detection
Learning Discriminative Representations and Decision Boundaries for Open Intent DetectionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Hanlei Zhang
Huan Xu
Shaojie Zhao
Qianrui Zhou
264
32
0
11 Mar 2022
Open-world Machine Learning: Applications, Challenges, and Opportunities
Open-world Machine Learning: Applications, Challenges, and OpportunitiesACM Computing Surveys (CSUR), 2021
Jitendra Parmar
S. Chouhan
Vaskar Raychoudhury
S. Rathore
OffRL
506
127
0
27 May 2021
Continuous representations of intents for dialogue systems
Continuous representations of intents for dialogue systems
Sindre André Jacobsen
Anton Ragni
112
0
0
08 May 2021
Out-of-Scope Domain and Intent Classification through Hierarchical Joint
  Modeling
Out-of-Scope Domain and Intent Classification through Hierarchical Joint ModelingInternational Workshop on Spoken Dialogue Systems Technology (SDST), 2021
Peng Liu
Kun Li
Helen Meng
163
2
0
30 Apr 2021
Deep Open Intent Classification with Adaptive Decision Boundary
Deep Open Intent Classification with Adaptive Decision BoundaryAAAI Conference on Artificial Intelligence (AAAI), 2020
Hanlei Zhang
Hua Xu
Ting-En Lin
VLM
583
126
0
18 Dec 2020
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