Mengna Zhu

4 papers · 2024–2025 · 4 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) ❓ The Questioner

Venues

AAAI (1) ACL (1) COLING (1) EMNLP (1)

Top co-authors

Hongbin Huang (3) Kaisheng Zeng (3) Juanzi Li (2) Lei Hou (2) Kaiming Xiao (2) Mao Wang (2) Wenjun Ke (1) Ningchao Ge (1) Yanmin Li (1) JibingWu JibingWu (1)

Research topics

Deep Learning (3) Natural Language Processing (3) Artificial Intelligence (2) Machine Learning (2) Applications (2) Core AI (2) Models (2) Application Areas (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

large language model (3) event extraction (2) chinese language (2) argument extraction (1) instruction following (1) graph structure (1) graph partitioning (1) error correction (1) multi-document summarization (1) small language model (1) news summarization (1) long-context model (1) global perception (1) event-centric summarization (1) military domain (1) link prediction (1) chinese summarization (1) graph classification (1) document-level extraction (1)

Papers

Can Large Language Models Tackle Graph Partitioning? EMNLP 2025 EventSum: A Large-Scale Event-Centric Summarization Dataset for Chinese Multi-News Documents AAAI 2025 CMNEE:A Large-Scale Document-Level Event Extraction Dataset Based on Open-Source Chinese Military News COLING 2024 LC4EE: LLMs as Good Corrector for Event Extraction ACL 2024