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

Aswarth Abhilash Dara

Spyros Matsoukas

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

9 / 9 papers shown

Title
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems Ting-Wei Wu Fatemeh Sheikholeslami Mohammad Kachuee Jaeyoung Do Sungjin Lee 33 0 0 07 Jun 2023
TaDSE: Template-aware Dialogue Sentence Embeddings Min Sik Oh Jiwei Li Guoyin Wang 87 2 0 23 May 2023
Scalable and Safe Remediation of Defective Actions in Self-Learning Conversational Systems Sarthak Ahuja Mohammad Kachuee Fatemeh Sheikholeslami Weiqing Liu Jaeyoung Do OffRL 32 0 0 17 May 2023
Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems Mohammad Kachuee Sungjin Lee 128 4 0 17 Sep 2022
Large-scale Robustness Analysis of Video Action Recognition Models Madeline Chantry Schiappa Naman Biyani Prudvi Kamtam Shruti Vyas Hamid Palangi Vibhav Vineet Yogesh S Rawat AAML 80 28 0 04 Jul 2022
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems Mohammad Kachuee Jinseok Nam Sarthak Ahuja J. Won Sungjin Lee 60 5 0 14 Apr 2022
Learning Slice-Aware Representations with Mixture of Attentions Cheng Wang Sungjin Lee Sunghyun Park Han Li Young-Bum Kim R. Sarikaya 54 2 0 04 Jun 2021
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 64 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 Sunghyun Park Han Li Ameen Patel Sidharth Mudgal Sungjin Lee Young-Bum Kim Spyros Matsoukas R. Sarikaya 109 21 0 23 Oct 2020