Ryuichi Takanobu
13 papers · 2018–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint
π€
Dynamic Duo
(11)
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Conference Pioneer
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(68)
Top co-authors
Research topics
Natural Language Processing
(9)
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(7)
Generation
(6)
Reinforcement Learning
(5)
Methods
(5)
Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Learning Types Β· Deep Learning
(4)
Application Areas
(2)
Applications Β· Natural Language Processing
(2)
Data Science & Analytics
(1)
Applications Β· Data Science & Analytics
(1)
Applications Β· Reinforcement Learning
(1)
Keywords
dialogue system
(4)
task-oriented dialog
(3)
information extraction
(2)
multi-domain dialog
(2)
named entity recognition
(2)
policy network
(2)
dialog act
(2)
dialog system
(2)
reinforcement learning
(2)
relation extraction
(2)
natural language generation
(1)
natural language understanding
(1)
joint learning
(1)
inverse reinforcement learning
(1)
task-oriented dialogue
(1)
weakly supervised learning
(1)
visual representation
(1)
sequential decision
(1)
video understanding
(1)
relational reasoning
(1)
Papers
Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding
CVPR 2024
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation
EMNLP 2021
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning
ACL 2021
HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management
ACL 2021
Robustness Testing of Language Understanding in Task-Oriented Dialog
ACL 2021
Turn-Level User Satisfaction Estimation in E-commerce Customer Service
ACL 2021
ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
ACL 2020
Joint Event Extraction with Hierarchical Policy Network
COLING 2020
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition
ACL 2020
A Hierarchical Framework for Relation Extraction with Reinforcement Learning
AAAI 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform
ACL 2019
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog
EMNLP 2019
A Weakly Supervised Method for Topic Segmentation and Labeling in Goal-oriented Dialogues via Reinforcement Learning
IJCAI 2018