Scholar
Zhenran Xu
Google Scholar ID: 1m5X_28AAAAJ
Harbin Institute of Technology (Shenzhen)
Citations & Impact
Citations
182
H-index
7
i10-index
5
Publications
17
Co-authors
15
list available
Publications
Resume
Academic Achievements
- Published multiple papers at top-tier conferences including AAAI, EMNLP, and WSDM
- Proposed a cross-entity interaction method for biomedical EL, achieving SOTA on NCBI Disease, BC5CDR, and COMETA
- Introduced Hansel, a Chinese benchmark for few-shot and zero-shot EL, with strong baseline results on TAC-KBP2015 Chinese EL task
- Developed the Read-and-Select (ReS) framework for zero-shot EL, improving micro-average accuracy by 2.55% on ZESHEL
- Co-designed a multi-agent peer review collaboration framework that enhances LLM accuracy across ten datasets
- Contributed to ExplainCPE, a Chinese pharmacist exam explanation benchmark, analyzing limitations of ChatGPT and GPT-4
- Participated in FilmAgent, a multi-agent system for end-to-end film automation in virtual 3D environments
- Co-authored a survey on large multimodal reasoning models titled 'Perception, Reason, Think, and Plan'
