BotSIM: An End-to-End Bot Simulation Framework for Commercial
Task-Oriented Dialog Systems

v1v2v3 (latest)

BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems

22 November 2022

Steven C. H. Hoi

ArXiv (abs)PDF HTML Github (115★)

Papers citing "BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems"

18 / 18 papers shown

Title
Hierarchical Sketch Induction for Paraphrase Generation Tom Hosking Hao Tang Mirella Lapata BDL 94 32 0 07 Mar 2022
Reliability Testing for Natural Language Processing Systems Samson Tan Shafiq Joty K. Baxter Araz Taeihagh G. Bennett Min-Yen Kan 77 41 0 06 May 2021
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems Anish Acharya Suranjit Adhikari Sanchit Agarwal Vincent Auvray Nehal Belgamwar ... Vittorio Perera Abhishek Sethi Minmin Shen N. Strom Eddie Wang 62 22 0 19 Apr 2021
Robustness Testing of Language Understanding in Task-Oriented Dialog Jiexi Liu Ryuichi Takanobu Jiaxin Wen Dazhen Wan Hongguang Li Weiran Nie Cheng Li Wei Peng Minlie Huang ELM 104 48 0 30 Dec 2020
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems Qi Zhu Zheng Zhang Yan Fang Xiang Li Ryuichi Takanobu Jinchao Li Baolin Peng Jianfeng Gao Xiaoyan Zhu Minlie Huang 95 106 0 12 Feb 2020
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang Yao-Min Zhao Mohammad Saleh Peter J. Liu RALM 3DGS 297 2,056 0 18 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 565 42,677 0 03 Dec 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 503 20,376 0 23 Oct 2019
How to Build User Simulators to Train RL-based Dialog Systems Weiyan Shi Kun Qian Xuewei Wang Zhou Yu OffRL 50 64 0 03 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,332 0 27 Aug 2019
User Modeling for Task Oriented Dialogues Izzeddin Gur Dilek Z. Hakkani-Tür Gokhan Tur Pararth Shah 125 59 0 11 Nov 2018
Learning Neural Templates for Text Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 121 200 0 30 Aug 2018
Neural User Simulation for Corpus-based Policy Optimisation for Spoken Dialogue Systems Florian Kreyssig I. Casanueva Paweł Budzianowski Milica Gasic 66 75 0 17 May 2018
Building a Conversational Agent Overnight with Dialogue Self-Play Pararth Shah Dilek Z. Hakkani-Tür Gokhan Tur Abhinav Rastogi Ankur Bapna Neha Nayak Kennard Larry Heck 96 198 0 15 Jan 2018
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning Bing-Quan Liu Gokhan Tur Dilek Z. Hakkani-Tür Pararth Shah Larry Heck OffRL 73 58 0 29 Nov 2017
Analysis and Optimization of Convolutional Neural Network Architectures Martin Thoma 77 73 0 31 Jul 2017
A User Simulator for Task-Completion Dialogues Xiujun Li Zachary Chase Lipton Bhuwan Dhingra Lihong Li Jianfeng Gao Yun-Nung Chen OffRL 87 167 0 17 Dec 2016
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 113 120 0 30 Jun 2016

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