Ryuichi Takanobu

35 papers A* 5B 2Journal 20Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Mem-α: Learning Memory Construction via Reinforcement Learning.
CoRR
Yu Wang, Ryuichi Takanobu, Zhiqi Liang, Yuzhen Mao, Yuanzhe Hu, Julian J. McAuley, Xiaojian Wu
2024 A* conf
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding.
CVPR
Peng Jin, Ryuichi Takanobu, Wancai Zhang, Xiaochun Cao, Li Yuan
2023 J jnl
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding.
CoRR
Peng Jin, Ryuichi Takanobu, Caiwan Zhang, Xiaochun Cao, Li Yuan
2022 J jnl
End-to-End Task-Oriented Dialog Modeling With Semi-Structured Knowledge Management.
IEEE ACM Trans. Audio Speech Lang. Process.
Silin Gao, Ryuichi Takanobu, Antoine Bosselut, Minlie Huang
2022 J jnl
Manual-Guided Dialogue for Flexible Conversational Agents.
CoRR
Ryuichi Takanobu, Hao Zhou, Yankai Lin, Peng Li, Jie Zhou, Minlie Huang
2022 J jnl
Topic-Guided Conversational Recommender in Multiple Domains.
IEEE Trans. Knowl. Data Eng.
Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua
2021 — conf
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation.
EMNLP (1)
Wenchang Ma, Ryuichi Takanobu, Minlie Huang
2021 — conf
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning.
ACL/IJCNLP (1)
Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou
2021 J jnl
End-to-End Task-Oriented Dialog Modeling with Semi-Structured Knowledge Management.
CoRR
Silin Gao, Ryuichi Takanobu, Minlie Huang
2021 — conf
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management.
ACL/IJCNLP (Findings)
Silin Gao, Ryuichi Takanobu, Wei Peng, Qun Liu, Minlie Huang
2021 J jnl
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management.
CoRR
Silin Gao, Ryuichi Takanobu, Wei Peng, Qun Liu, Minlie Huang
2021 — conf
MultiWOZ 2.3: A Multi-domain Task-Oriented Dialogue Dataset Enhanced with Annotation Corrections and Co-Reference Annotation.
NLPCC (2)
Ting Han, Ximing Liu, Ryuichi Takanobu, Yixin Lian, Chongxuan Huang, Dazhen Wan, Wei Peng, Minlie Huang
2021 — conf
Robustness Testing of Language Understanding in Task-Oriented Dialog.
ACL/IJCNLP (1)
Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen, Dazhen Wan, Hongguang Li, Weiran Nie, Cheng Li, Wei Peng, Minlie Huang
2020 J jnl
Bridging the Gap between Conversational Reasoning and Interactive Recommendation.
CoRR
Wenchang Ma, Ryuichi Takanobu, Minghao Tu, Minlie Huang
2020 — conf
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems.
ACL (demo)
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang
2020 J jnl
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems.
CoRR
Qi Zhu, Zheng Zhang, Yan Fang, Xiang Li, Ryuichi Takanobu, Jinchao Li, Baolin Peng, Jianfeng Gao, Xiaoyan Zhu, Minlie Huang
2020 J jnl
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning.
CoRR
Yujia Qin, Yankai Lin, Ryuichi Takanobu, Zhiyuan Liu, Peng Li, Heng Ji, Minlie Huang, Maosong Sun, Jie Zhou
2020 B conf
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation.
SIGdial
Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang
2020 J jnl
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation.
CoRR
Ryuichi Takanobu, Qi Zhu, Jinchao Li, Baolin Peng, Jianfeng Gao, Minlie Huang
2020 B conf
Joint Event Extraction with Hierarchical Policy Network.
COLING
Peixin Huang, Xiang Zhao, Ryuichi Takanobu, Zhen Tan, Weidong Xiao
2020 A* conf
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition.
ACL
Ryuichi Takanobu, Runze Liang, Minlie Huang
2020 J jnl
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition.
CoRR
Ryuichi Takanobu, Runze Liang, Minlie Huang
2020 J jnl
MultiWOZ 2.3: A multi-domain task-oriented dataset enhanced with annotation corrections and co-reference annotation.
CoRR
Ting Han, Ximing Liu, Ryuichi Takanobu, Yixin Lian, Chongxuan Huang, Wei Peng, Minlie Huang
2020 J jnl
Recent Advances and Challenges in Task-oriented Dialog System.
CoRR
Zheng Zhang, Ryuichi Takanobu, Minlie Huang, Xiaoyan Zhu
2020 J jnl
Robustness Testing of Language Understanding in Dialog Systems.
CoRR
Jiexi Liu, Ryuichi Takanobu, Jiaxin Wen, Dazhen Wan, Weiran Nie, Hongyan Li, Cheng Li, Wei Peng, Minlie Huang
2019 A* conf
A Hierarchical Framework for Relation Extraction with Reinforcement Learning.
AAAI
Ryuichi Takanobu, Tianyang Zhang, Jiexi Liu, Minlie Huang
2019 A* conf
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning.
WWW
Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng
2019 J jnl
Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning.
CoRR
Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng
2019 — conf
ConvLab: Multi-Domain End-to-End Dialog System Platform.
ACL (3)
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Zheng Zhang, Yaoqin Zhang, Xiang Li, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
2019 J jnl
ConvLab: Multi-Domain End-to-End Dialog System Platform.
CoRR
Sungjin Lee, Qi Zhu, Ryuichi Takanobu, Xiang Li, Yaoqin Zhang, Zheng Zhang, Jinchao Li, Baolin Peng, Xiujun Li, Minlie Huang, Jianfeng Gao
2019 J jnl
Deep Conversational Recommender in Travel.
CoRR
Lizi Liao, Ryuichi Takanobu, Yunshan Ma, Xun Yang, Minlie Huang, Tat-Seng Chua
2019 — conf
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog.
EMNLP/IJCNLP (1)
Ryuichi Takanobu, Hanlin Zhu, Minlie Huang
2019 J jnl
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog.
CoRR
Ryuichi Takanobu, Hanlin Zhu, Minlie Huang
2018 J jnl
A Hierarchical Framework for Relation Extraction with Reinforcement Learning.
CoRR
Ryuichi Takanobu, Tianyang Zhang, Jiexi Liu, Minlie Huang
2018 A* conf
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning.
IJCAI
Ryuichi Takanobu, Minlie Huang, Zhongzhou Zhao, Feng-Lin Li, Haiqing Chen, Xiaoyan Zhu, Liqiang Nie