Tianhua Zhou

6 papers · 2022–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze

Venues

ACL (2) COLING (1) CVPR (1) EMNLP (1) NAACL (1)

Top co-authors

Jin Ma (4) Xiaoling Bai (3) Yanan Zhang (3) Xiang Chen (3) Xin Li (2) Haolin Deng (2) Yangfan Zhang (2) Jun Gao (2) Yige Wang (1) Bei Li (1)

Research topics

Natural Language Processing (4) Applications (4) Machine Learning (3) Deep Learning (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Reinforcement Learning (1) Core AI (1) Core Methods (1) Generation (1) Methods (1)

Keywords

contrastive learning (2) text classification (1) claim verification (1) named entity recognition (1) text generation (1) multimodal learning (1) event retrieval (1) web search (1) query expansion (1) visual understanding (1) real-time search (1) knowledge graph construction (1) semantic retrieval (1) quality evaluation (1) query-focused summarization (1) semantic drift (1) source attribution (1) dual-encoder model (1) large language model (1) cross-modal knowledge distillation (1)

Papers

MSRL: Scaling Generative Multimodal Reward Modeling via Multi-Stage Reinforcement Learning CVPR 2026 WebQuality: A Large-scale Multi-modal Web Page Quality Assessment Dataset with Multiple Scoring Dimensions NAACL 2025 Event-enhanced Retrieval in Real-time Search COLING 2024 WebCiteS: Attributed Query-Focused Summarization on Chinese Web Search Results with Citations ACL 2024 Event-Centric Query Expansion in Web Search ACL 2023 Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset EMNLP 2022