Zhan Shi
Zhan Shi has 3 papers in our library, in 2024–2026, most of them on Text generation; often with Changlong Yu, Liang Cheng, Lifeng Shang.
OpenAlex · ORCID · h-index 13 · 65 works · 1,086 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 28 times in our library · ⭐ Paper Stars ranking: #8308
Affiliations
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksComputer Vision and Pattern Recognition · 1 workComputational Theory and Mathematics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Text generation · 1 work
Works by year
2020s
Papers
- ProxyQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models (2024 · 30 citations)
Evaluating how well LLMs write long texts such as reports or articles is difficult. Reference-based metrics like ROUGE need gold texts that rarely exist and often disagree with people. Crowdsourced judging is slow and inconsistent, and LLM-as-a-judge can be biased and lack recent knowledge. ProxyQA takes a different… - Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting (2026 · 4 citations)
The paper addresses a weakness in multi-objective online RL for aligning LLMs. Combining rewards with fixed linear weights cannot reach solutions on non-convex parts of the Pareto front. It also keeps spending gradient effort on objectives that have already saturated. The authors propose dynamic reward weighting… - STAMP-R: Stylometric Text Anonymization with Memory-guided Policy Rewriting (2026)
Removing names and other explicit identifiers does not prevent authorship attribution, because writing style alone can reveal who wrote a text.
Co-authors here
- Changlong Yu
- Liang Cheng
- Lifeng Shang
- Linqi Song
- Lu Xu
- Meng Jiang
- Qingyu Yin
- Qun Liu
- Shiyang Li
- Xiaoguang Li
- Xin Liu
- Yasheng Wang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2024
- Workshop on Privacy in Natural Language Processing: Workshop on Privacy in Natural Language Processing 2026
- Transactions of the Association for Computational Linguistics (TACL): Transactions of the Association for Computational Linguistics (TACL) 2026
Cited by
Updated
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