ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and
Diagnosing Dialogue Systems

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems

12 February 2020

Xiang Li

Ryuichi Takanobu

Papers citing "ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems"

15 / 15 papers shown

Title
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Chalamalasetti Kranti Sherzod Hakimov David Schlangen LLMAG 49 0 0 08 May 2025
DuetSim: Building User Simulator with Dual Large Language Models for Task-Oriented Dialogues Xiang Luo Zhiwen Tang Jin Wang Xuejie Zhang 31 5 0 16 May 2024
WEBDial, a Multi-domain, Multitask Statistical Dialogue Framework with RDF Morgan Veyret Jean-Baptiste Duchene Kekeli Afonouvi Quentin Brabant Gwénolé Lecorvé L. Rojas-Barahona 23 0 0 08 Jan 2024
Why Guided Dialog Policy Learning performs well? Understanding the role of adversarial learning and its alternative Sho Shimoyama Tetsuro Morimura Kenshi Abe Toda Takamichi Yuta Tomomatsu Masakazu Sugiyama Asahi Hentona Yuuki Azuma Hirotaka Ninomiya OffRL 26 0 0 13 Jul 2023
A Personalized Utterance Style (PUS) based Dialogue Strategy for Efficient Service Requirement Elicitation Demin Yu Min Liu Zhongjie Wang 24 0 0 07 Jan 2023
ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format Qi Zhu Christian Geishauser Hsien-Chin Lin Carel van Niekerk Baolin Peng ... Dazhen Wan Xiaochen Zhu Jianfeng Gao Milica Gavsić Minlie Huang 53 23 0 30 Nov 2022
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems Guangsen Wang Samson Tan Shafiq R. Joty Ganglu Wu Jimmy Au Steven C. H. Hoi 31 3 0 22 Nov 2022
Dialogue Evaluation with Offline Reinforcement Learning Nurul Lubis Christian Geishauser Hsien-Chin Lin Carel van Niekerk Michael Heck Shutong Feng Milica Gavsić OffRL 19 4 0 02 Sep 2022
DialCrowd 2.0: A Quality-Focused Dialog System Crowdsourcing Toolkit Jessica Huynh Ting-Rui Chiang Jeffrey P. Bigham M. Eskénazi 30 5 0 25 Jul 2022
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning Atsumoto Ohashi Ryuichiro Higashinaka OffRL 24 7 0 25 Jul 2022
Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems Weiwei Sun Shuyu Guo Shuo Zhang Pengjie Ren Zhumin Chen Maarten de Rijke Z. Ren ELM 25 5 0 02 Apr 2022
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance Carel van Niekerk A. Malinin Christian Geishauser Michael Heck Hsien-chin Lin Nurul Lubis Shutong Feng Milica Gavsić 26 9 0 09 Sep 2021
How to Evaluate Your Dialogue Models: A Review of Approaches Xinmeng Li Wansen Wu Long Qin Quanjun Yin ELM 30 8 0 03 Aug 2021
AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises Nham Le T. Lai Trung Bui Doo Soon Kim 21 0 0 26 Nov 2020
SOLOIST: Building Task Bots at Scale with Transfer Learning and Machine Teaching Baolin Peng Chunyuan Li Jinchao Li Shahin Shayandeh Lars Liden Jianfeng Gao 30 125 0 11 May 2020