Kunfeng Lai

4 papers · 2019–2020 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11)

Venues

EMNLP (2) ACL (1) IJCAI (1)

Top co-authors

Jianping Shen (2) Kaijie Zhou (1) Philip S. Yu (1) Di Niu (1) Yu Xu (1) Jianxin Li (1) Yuanxin Ning (1) Yancheng He (1) Zuo Bai (1) Jinghong Lin (1)

Research topics

Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Generation (2) Artificial Intelligence (1) Reinforcement Learning (1) Architectures (1) Core AI (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

graph convolutional network (2) reinforcement learning (1) self-supervised learning (1) text generation (1) knowledge base (1) monte carlo tree search (1) heterogeneous graph (1) dialogue system (1) event categorization (1) social event detection (1) dialogue policy (1) data-to-text generation (1) dialogue policy learning (1) document matching (1) neural network (1) decision-time planning (1) dueling network (1) template-based generation (1) information fidelity (1) template-based method (1)

Papers

Make Templates Smarter: A Template Based Data2Text System Powered by Text Stitch Model EMNLP 2020 Task-Completion Dialogue Policy Learning via Monte Carlo Tree Search with Dueling Network EMNLP 2020 Fine-grained Event Categorization with Heterogeneous Graph Convolutional Networks IJCAI 2019 Matching Article Pairs with Graphical Decomposition and Convolutions ACL 2019