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Neural model robustness for skill routing in large-scale conversational
  AI systems: A design choice exploration

Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration

4 March 2021
Han Li
Sunghyun Park
Aswarth Abhilash Dara
Jinseok Nam
Sungjin Lee
Young-Bum Kim
Spyros Matsoukas
R. Sarikaya
ArXiv (abs)PDFHTML

Papers citing "Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration"

9 / 9 papers shown
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing
  for Dialogue Systems
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems
Ting-Wei Wu
Fatemeh Sheikholeslami
Mohammad Kachuee
Jaeyoung Do
Sungjin Lee
144
0
0
07 Jun 2023
Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings
Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings
Min Sik Oh
Jiwei Li
Guoyin Wang
265
2
0
23 May 2023
Scalable and Safe Remediation of Defective Actions in Self-Learning
  Conversational Systems
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Sarthak Ahuja
Mohammad Kachuee
Fatemeh Sheikholeslami
Yuante Li
Jaeyoung Do
OffRL
196
0
0
17 May 2023
Constrained Policy Optimization for Controlled Self-Learning in
  Conversational AI Systems
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI SystemsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Mohammad Kachuee
Sungjin Lee
301
4
0
17 Sep 2022
Large-scale Robustness Analysis of Video Action Recognition Models
Large-scale Robustness Analysis of Video Action Recognition ModelsComputer Vision and Pattern Recognition (CVPR), 2022
Madeline Chantry Schiappa
Naman Biyani
Prudvi Kamtam
Shruti Vyas
Hamid Palangi
Vibhav Vineet
Yogesh S Rawat
AAML
332
39
0
04 Jul 2022
Scalable and Robust Self-Learning for Skill Routing in Large-Scale
  Conversational AI Systems
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI SystemsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022
Mohammad Kachuee
Jinseok Nam
Sarthak Ahuja
J. Won
Sungjin Lee
270
5
0
14 Apr 2022
Learning Slice-Aware Representations with Mixture of Attentions
Learning Slice-Aware Representations with Mixture of AttentionsFindings (Findings), 2021
Cheng Wang
Sungjin Lee
Sunghyun Park
Han Li
Young-Bum Kim
R. Sarikaya
213
2
0
04 Jun 2021
Handling Long-Tail Queries with Slice-Aware Conversational Systems
Handling Long-Tail Queries with Slice-Aware Conversational Systems
Cheng Wang
Sun Kim
Taiwoo Park
Sajal Choudhary
Sunghyun Park
Young-Bum Kim
R. Sarikaya
Sungjin Lee
179
4
0
26 Apr 2021
A scalable framework for learning from implicit user feedback to improve
  natural language understanding in large-scale conversational AI systems
A scalable framework for learning from implicit user feedback to improve natural language understanding in large-scale conversational AI systemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Sunghyun Park
Han Li
Ameen Patel
Sidharth Mudgal
Sungjin Lee
Young-Bum Kim
Spyros Matsoukas
R. Sarikaya
322
23
0
23 Oct 2020
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