Scholar
Zheheng Luo
Google Scholar ID: hSSwrCsAAAAJ
NaCTeM, University of Manchester
Natural Language Processing
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Homepage
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Citations & Impact
All-time
Citations
681
H-index
9
i10-index
9
Publications
20
Co-authors
2
list available
Contact
Email
zhehengluo@gmail.com
CV
Open ↗
GitHub
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Publications
5 items
Process-based Self-Rewarding Language Models
2025
Cited
0
Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models
2025
Cited
0
Velocitune: A Velocity-based Dynamic Domain Reweighting Method for Continual Pre-training
arXiv.org · 2024
Cited
1
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
arXiv.org · 2024
Cited
8
Factual consistency evaluation of summarization in the Era of large language models
2024
Cited
0
Resume (English only)
Academic Achievements
- Publications:
* ChatGPT as a Factual Inconsistency Evaluator for Text Summarization (Pre-print)
* CitationSum: Citation-Aware Graph Contrastive Learning for Scientific Paper Summarization (WWW2023)
* Readability Controllable Biomedical Document Summarization (Findings of EMNLP 2022)
- Shared Task: Overview of BioLaySum has been published
Research Experience
- Current Research Projects: Text Summarization and Topic Modeling
Education
- Degree: PhD (Second Year)
- University: University of Manchester
- Supervisors: Prof. Sophia Ananiadou, Prof. Jun’ichi Tsujii
- Field: Natural Language Processing
Background
- Research Interests: Natural Language Processing, Text Summarization, Topic Modeling
- Long-term Goal: To participate in building general intelligent agents
Miscellany
- Seeking internships for NLP research, particularly projects involving LLM (including reasoning, tool-using, and explainability)
Co-authors
2 total
Sophia Ananiadou
Professor, Computer Science, Manchester University, National Centre for Text Mining
Qianqian Xie
Wuhan University
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