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1807.11567
Cited By
Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems
27 July 2018
Seonghan Ryu
Seokhwan Kim
Junhwi Choi
Hwanjo Yu
G. G. Lee
Re-assign community
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Papers citing
"Neural Sentence Embedding using Only In-domain Sentences for Out-of-domain Sentence Detection in Dialog Systems"
24 / 24 papers shown
EvoCLINICAL: Evolving Cyber-Cyber Digital Twin with Active Transfer Learning for Automated Cancer Registry System
Chengjie Lu
Qinghua Xu
T. Yue
Sajid Ali
T. Schwitalla
J. Nygaard
202
12
0
06 Sep 2023
BED: Bi-Encoder-Based Detectors for Out-of-Distribution Detection
Louis Owen
Biddwan Ahmed
Abhay Kumar
OODD
273
0
0
15 Jun 2023
Uncertainty in Natural Language Processing: Sources, Quantification, and Applications
Mengting Hu
Zhen Zhang
Shiwan Zhao
Shiyu Huang
Bingzhe Wu
BDL
359
59
0
05 Jun 2023
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts
International Conference on Language Resources and Evaluation (LREC), 2023
Hao Lang
Yinhe Zheng
Binyuan Hui
Fei Huang
Yongbin Li
276
7
0
05 May 2023
A Survey on Out-of-Distribution Detection in NLP
Hao Lang
Yinhe Zheng
Shouqing Yang
Jian Sun
Feiling Huang
Yongbin Li
459
40
0
05 May 2023
Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary
AAAI Conference on Artificial Intelligence (AAAI), 2023
Xiaokang Liu
Jianquan Li
Jingjing Mu
Min Yang
Ruifeng Xu
Benyou Wang
VLM
155
11
0
20 Apr 2023
Rainproof: An Umbrella To Shield Text Generators From Out-Of-Distribution Data
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Maxime Darrin
Pablo Piantanida
Pierre Colombo
OODD
519
17
0
18 Dec 2022
Estimating Soft Labels for Out-of-Domain Intent Detection
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Hao Lang
Yinhe Zheng
Jian Sun
Feiling Huang
Luo Si
Yongbin Li
228
21
0
10 Nov 2022
State-of-the-art generalisation research in NLP: A taxonomy and review
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Dieuwke Hupkes
Mario Giulianelli
Verna Dankers
Mikel Artetxe
Yanai Elazar
...
Leila Khalatbari
Maria Ryskina
Rita Frieske
Robert Bamler
Zhijing Jin
721
140
0
06 Oct 2022
Exploring the Advantages of Dense-Vector to One-Hot Encoding of Intent Classes in Out-of-Scope Detection Tasks
Claudio S. Pinhanez
Paulo Cavalin
169
2
0
18 May 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
186
33
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
206
5
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
339
7
0
27 Aug 2021
Energy-based Unknown Intent Detection with Data Manipulation
Findings (Findings), 2021
Yawen Ouyang
Jiasheng Ye
Yu Chen
Xinyu Dai
Shujian Huang
Jiajun Chen
147
26
0
27 Jul 2021
Identifying Hijacked Reviews
Monika Daryani
James Caverlee
77
1
0
07 Jul 2021
Enhancing the Generalization for Intent Classification and Out-of-Domain Detection in SLU
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Yilin Shen
Yen-Chang Hsu
Avik Ray
Hongxia Jin
181
46
0
28 Jun 2021
Out-of-Scope Intent Detection with Self-Supervision and Discriminative Training
Li-Ming Zhan
Haowen Liang
Bo Liu
Lu Fan
Xiao-Ming Wu
Albert Y. S. Lam
OODD
171
93
0
16 Jun 2021
Data-Efficient Methods for Dialogue Systems
Igor Shalyminov
318
1
0
05 Dec 2020
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
363
137
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
239
64
0
31 Aug 2019
Contextual Out-of-Domain Utterance Handling With Counterfeit Data Augmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Sungjin Lee
Igor Shalyminov
OODD
131
7
0
24 May 2019
Improving Robustness of Neural Dialog Systems in a Data-Efficient Way with Turn Dropout
Igor Shalyminov
Sungjin Lee
185
2
0
29 Nov 2018
Identifying Domain Adjacent Instances for Semantic Parsers
James Ferguson
Janara Christensen
Edward Li
Edgar González
124
0
0
26 Aug 2018
Joint Learning of Domain Classification and Out-of-Domain Detection with Dynamic Class Weighting for Satisficing False Acceptance Rates
Interspeech (Interspeech), 2018
Joo-Kyung Kim
Young-Bum Kim
224
53
0
29 Jun 2018
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