Ryuichi Takanobu

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 33

Top Topics

Event Extraction

Conversational Agents

Reinforcement Learning

Top Venues

Publications

Peng Jin, Ryuichi Takanobu, Caiwan Zhang, Xiaochun Cao, Li Yuan
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding. CoRR (2023)
Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua
Topic-Guided Conversational Recommender in Multiple Domains. IEEE Trans. Knowl. Data Eng. 34 (5) (2022)
Silin Gao, Ryuichi Takanobu, Antoine Bosselut, Minlie Huang
End-to-End Task-Oriented Dialog Modeling With Semi-Structured Knowledge Management. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Ryuichi Takanobu, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Minlie Huang
Manual-Guided Dialogue for Flexible Conversational Agents. CoRR (2022)
Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen, Dazhen Wan, Hongguang Li, Weiran Nie, Cheng Li, Wei Peng, Minlie Huang
Robustness Testing of Language Understanding in Task-Oriented Dialog. ACL/IJCNLP (1) (2021)
Ting Han, Ximing Liu, Ryuichi Takanobu, Yixin Lian, Chongxuan Huang, Dazhen Wan, Wei Peng, Minlie Huang
MultiWOZ 2.3: A Multi-domain Task-Oriented Dialogue Dataset Enhanced with Annotation Corrections and Co-Reference Annotation. NLPCC (2) (2021)
Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. ACL/IJCNLP (1) (2021)
Silin Gao, Ryuichi Takanobu, Minlie Huang
End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management. CoRR (2021)
Silin Gao, Ryuichi Takanobu, Wei Peng, Qun Liu, Minlie Huang
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management. CoRR (2021)
Silin Gao, Ryuichi Takanobu, Wei Peng, Qun Liu, Minlie Huang
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management. ACL/IJCNLP (Findings) (2021)
Wenchang Ma, Ryuichi Takanobu, Minlie Huang
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation. EMNLP (1) (2021)
Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation. SIGdial (2020)
Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning. CoRR (2020)
Ryuichi Takanobu, Runze Liang, Minlie Huang
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition. CoRR (2020)
Wenchang Ma, Ryuichi Takanobu, Minghao Tu, Minlie Huang
Bridging the Gap between Conversational Reasoning and Interactive Recommendation. CoRR (2020)
Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation. CoRR (2020)
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems. ACL (demo) (2020)
Peixin Huang, Xiang Zhao, Ryuichi Takanobu, Zhen Tan, Weidong Xiao
Joint Event Extraction with Hierarchical Policy Network. COLING (2020)
Zheng Zhang, Ryuichi Takanobu, Minlie Huang, Xiaoyan Zhu
Recent Advances and Challenges in Task-oriented Dialog System. CoRR (2020)
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems. CoRR (2020)
Ting Han, Ximing Liu, Ryuichi Takanobu, Yixin Lian, Chongxuan Huang, Wei Peng, Minlie Huang
MultiWOZ 2.3: A multi-domain task-oriented dataset enhanced with annotation corrections and co-reference annotation. CoRR (2020)
Ryuichi Takanobu, Runze Liang, Minlie Huang
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition. ACL (2020)
Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen, Dazhen Wan, Weiran Nie, Hongyan Li, Cheng Li, Wei Peng, Minlie Huang
Robustness Testing of Language Understanding in Dialog Systems. CoRR (2020)
Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning. CoRR (2019)
Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning. WWW (2019)
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Zheng Zhang, Yaoqin Zhang, Xiang Li, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
ConvLab: Multi-Domain End-to-End Dialog System Platform. ACL (3) (2019)
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
ConvLab: Multi-Domain End-to-End Dialog System Platform. CoRR (2019)
Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua
Deep Conversational Recommender in Travel. CoRR (2019)
Ryuichi Takanobu, Hanlin Zhu, Minlie Huang
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog. EMNLP/IJCNLP (1) (2019)
Ryuichi Takanobu, Hanlin Zhu, Minlie Huang
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog. CoRR (2019)
Ryuichi Takanobu, Tianyang Zhang, Jiexi Liu, Minlie Huang
A Hierarchical Framework for Relation Extraction with Reinforcement Learning. AAAI (2019)
Ryuichi Takanobu, Tianyang Zhang, Jiexi Liu, Minlie Huang
A Hierarchical Framework for Relation Extraction with Reinforcement Learning. CoRR (2018)
Ryuichi Takanobu, Minlie Huang, Zhongzhou Zhao, Feng-Lin Li, Haiqing Chen, Xiaoyan Zhu, Liqiang Nie
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning. IJCAI (2018)