Ji He

5 papers · 2000–2017 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) 🏃 Academic Marathon (17) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 📈 Trend Setter 🚀 Conference Pioneer

Conferences

ACL (2) NIPS (2) EMNLP (1)

Top co-authors

Li Deng (4) Jianshu Chen (4) Lihong Li (3) Jianfeng Gao (3) Xiaodong He (3) Lin Xiao (2) Mari Ostendorf (2) Xinying Song (1) Ah-Hwee Tan (1) Chew-Lim Tan (1)

Keywords

topic model (2) latent dirichlet allocation (2) maximum likelihood (1) mirror descent (1) deep architecture (1) probabilistic model (1) latent topic model (1) text game (1) reinforcement learning (1) back propagation (1) sequential decision making (1)

Papers

Q-LDA: Uncovering Latent Patterns in Text-based Sequential Decision Processes NIPS 2017

Deep Reinforcement Learning with a Natural Language Action Space ACL 2016

Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads EMNLP 2016

End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NIPS 2015

Machine Learning Methods for Chinese Web page Categorization ACL 2000