Jia Leng

3 papers · 2019–2025 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

EMNLP (2) IJCNLP (1)

Top co-authors

Yulan He (2) Ruifeng Xu (2) Gabriele Pergola (2) Lin Gui (2) Yu Zhou (2) Huaiyu Wan (1) Ke Zeng (1) Shuai Liu (1) Mengqi Liao (1) Chen Ruinian (1)

Keywords

reinforcement learning (3) latent topic vector (2) variational autoencoder (2) neural topic model (2) topic coherence (2) neural variational inference (1) topic coherence measure (1) rollout budget (1) latent representation (1) topic model (1) large language model (1) document reconstruction (1)

Papers

Enhancing Efficiency and Exploration in Reinforcement Learning for LLMs EMNLP 2025

Neural Topic Model with Reinforcement Learning EMNLP 2019

Neural Topic Model with Reinforcement Learning IJCNLP 2019