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1807.00072
Cited By
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates
Interspeech (Interspeech), 2018
29 June 2018
Joo-Kyung Kim
Young-Bum Kim
Re-assign community
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Papers citing
"Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates"
25 / 25 papers shown
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection
Pei Wang
Keqing He
Yejie Wang
Xiaoshuai Song
Yutao Mou
Jingang Wang
Yunsen Xian
Xunliang Cai
Weiran Xu
279
22
0
27 Feb 2024
APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection
Pei Wang
Keqing He
Yutao Mou
Xiaoshuai Song
Yanan Wu
Jingang Wang
Yunsen Xian
Xunliang Cai
Weiran Xu
186
7
0
20 Oct 2023
A Survey on Out-of-Distribution Detection in NLP
Hao Lang
Yinhe Zheng
Shouqing Yang
Jian Sun
Feiling Huang
Yongbin Li
327
36
0
05 May 2023
UniNL: Aligning Representation Learning with Scoring Function for OOD Detection via Unified Neighborhood Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Yutao Mou
Pei Wang
Keqing He
Yanan Wu
Jingang Wang
Wei Wu
Weiran Xu
209
8
0
19 Oct 2022
Disentangling Confidence Score Distribution for Out-of-Domain Intent Detection with Energy-Based Learning
Yanan Wu
Zhiyuan Zeng
Keqing He
Yutao Mou
Pei Wang
Yuanmeng Yan
Weiran Xu
OODD
161
4
0
17 Oct 2022
Workflow Discovery from Dialogues in the Low Data Regime
Amine El Hattami
Stefania Raimondo
I. Laradji
David Vazquez
Pau Rodríguez López
C. Pal
174
11
0
24 May 2022
Learning to Classify Open Intent via Soft Labeling and Manifold Mixup
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Zifeng Cheng
Zhiwei Jiang
Yafeng Yin
Cong Wang
Qing Gu
VLM
136
21
0
16 Apr 2022
Learning Discriminative Representations and Decision Boundaries for Open Intent Detection
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Hanlei Zhang
Huan Xu
Shaojie Zhao
Qianrui Zhou
225
28
0
11 Mar 2022
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Derek Chen
Zhou Yu
154
32
0
07 Sep 2021
NoiER: An Approach for Training more Reliable Fine-TunedDownstream Task Models
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Myeongjun Jang
Thomas Lukasiewicz
156
4
0
29 Aug 2021
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
214
7
0
27 Aug 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Zhiyuan Zeng
Keqing He
Yuanmeng Yan
Zijun Liu
Yanan Wu
Hong Xu
Huixing Jiang
Weiran Xu
152
72
0
29 May 2021
OutFlip: Generating Out-of-Domain Samples for Unknown Intent Detection with Natural Language Attack
Findings (Findings), 2021
Donghyun Choi
M. Shin
EungGyun Kim
Dong Ryeol Shin
OODD
117
8
0
12 May 2021
Out-of-Scope Domain and Intent Classification through Hierarchical Joint Modeling
International Workshop on Spoken Dialogue Systems Technology (SDST), 2021
Peng Liu
Kun Li
Helen Meng
121
2
0
30 Apr 2021
Contrastive Out-of-Distribution Detection for Pretrained Transformers
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Wenxuan Zhou
Fangyu Liu
Muhao Chen
229
111
0
18 Apr 2021
Automatic Intent-Slot Induction for Dialogue Systems
The Web Conference (WWW), 2021
Zengfeng Zeng
Dan Ma
Haiqing Yang
Zhen Gou
Jianping Shen
119
18
0
16 Mar 2021
A survey of joint intent detection and slot-filling models in natural language understanding
H. Weld
Xiaoqi Huang
Siqi Long
Josiah Poon
S. Han
VLM
329
2
0
20 Jan 2021
Deep Open Intent Classification with Adaptive Decision Boundary
AAAI Conference on Artificial Intelligence (AAAI), 2020
Hanlei Zhang
Hua Xu
Ting-En Lin
VLM
447
119
0
18 Dec 2020
Automatic Discovery of Novel Intents & Domains from Text Utterances
Nikhita Vedula
Rahul Gupta
Aman Alok
Mukund Sridhar
167
13
0
22 May 2020
A Post-processing Method for Detecting Unknown Intent of Dialogue System via Pre-trained Deep Neural Network Classifier
Knowledge-Based Systems (KBS), 2019
Ting-En Lin
Hua Xu
127
37
0
07 Mar 2020
Enhancing Out-Of-Domain Utterance Detection with Data Augmentation Based on Word Embeddings
Yueqin Feng
Jiali Lin
OODD
156
2
0
24 Nov 2019
Out-of-domain Detection for Natural Language Understanding in Dialog Systems
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2019
Yinhe Zheng
Guanyi Chen
Shiyu Huang
268
135
0
09 Sep 2019
Out-of-Domain Detection for Low-Resource Text Classification Tasks
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Ming Tan
Yang Yu
Haoyu Wang
Dakuo Wang
Saloni Potdar
Shiyu Chang
Mo Yu
OODD
177
63
0
31 Aug 2019
Deep Unknown Intent Detection with Margin Loss
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Ting-En Lin
Hua Xu
UQCV
179
154
0
02 Jun 2019
Supervised Domain Enablement Attention for Personalized Domain Classification
Joo-Kyung Kim
Young-Bum Kim
157
11
0
18 Dec 2018
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