A Challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems

A challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems, Co-located with EMNLP2022 SereTOD Workshop.

cs.CL Speech and dialogue systems Multi-Agent Systems and Negotiation Multimodal Machine Learning Applications Computer Science Linguistics

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References (21)

01Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog SystemsHong Liu, Yucheng Cai, Zhenru Lin et al.2021 · IEEE/ACM Transactions on Audio Speech and Language Processing · 21 citations In Library

02Soloist: Building Task Bots at Scale with Transfer Learning and Machine TeachingBaolin Peng, Chunyuan Li, Jinchao Li et al.2021 · Transactions of the Association for Computational Linguistics · 228 citations

03A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised LearningYichi Zhang, Zhijian Ou, Huixin Wang et al.2020 · Conference on Empirical Methods in Natural Language Processing · 74 citations In Library

04Beyond Domain APIs: Task-oriented Conversational Modeling with Unstructured Knowledge AccessSeokhwan Kim, Mihail Eric, Karthik Gopalakrishnan et al.2020 · SIGDIAL Conferences · 87 citations In Library

05A Simple Language Model for Task-Oriented DialogueEhsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu et al.2020 · Neural Information Processing Systems · 587 citations In Library

06Upgrading CRFS to JRFS and its Benefits to Sequence Modeling and LabelingYunfu Song, Zhijian Ou, Zitao Liu et al.2020 · IEEE International Conference on Acoustics, Speech, and Signal Processing · 4 citations

07Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same ContextYichi Zhang, Zhijian Ou, Zhou Yu2019 · AAAI Conference on Artificial Intelligence · 199 citations In Library

08Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph ModelChengjiang Li, Yixin Cao, Lei Hou et al.2019 · Conference on Empirical Methods in Natural Language Processing · 183 citations

09How to Build User Simulators to Train RL-based Dialog SystemsWeiyan Shi, Kun Qian, Xuewei Wang et al.2019 · Conference on Empirical Methods in Natural Language Processing · 79 citations In Library

10Flexibly-Structured Model for Task-Oriented DialoguesLei Shu, Piero Molino, Mahdi Namazifar et al.2019 · SIGDIAL Conferences · 19 citations In Library

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12Neural User Simulation for Corpus-based Policy Optimisation of Spoken Dialogue SystemsFlorian Kreyssig, I. Casanueva, Paweł Budzianowski et al.2018 · SIGDIAL Conference · 87 citations In Library

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