Kui Ren
Kui Ren has 3 papers in our library, in 2026, most of them on Language models & pretraining, Summarization, Legal AI; often with Deyi Xiong, Hao Zhu, Jian Wang.
OpenAlex · h-index 1 · 7 works · 1 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 3 worksArts and Humanities · 3 worksComputer Science · 3 worksLanguage and Linguistics · 3 worksSocial Sciences · 2 worksSafety Research · 1 workSociology and Political Science · 1 work
🧭 Topics 5Research subjects and languages the work is about.Language models & pretraining · 2 worksBias, fairness & safety · 1 workEnglish · 1 workLegal AI · 1 workSummarization · 1 work
Works by year
2020s
Papers
- APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation (2026)
App privacy policies are long and full of legal and technical jargon, so users often accept terms they do not understand. - Perplexity-Aware Data Scaling Law: Perplexity Landscapes Predict Performance for Continual Pre-training (2026)
Continual pre-training (CPT) adapts general LLMs to specialised domains such as medicine. Simply adding more domain tokens quickly stops paying off, because classical scaling laws treat every token as equally useful. This paper proposes a perplexity-aware data scaling law. The frozen base model runs one forward pass… - Towards Identification and Intervention of Safety-Critical Parameters in Large Language Models (2026)
LLM safety alignment is hard to apply precisely and tends to erode during later fine-tuning, partly because it is unclear which weights carry safety behaviour.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026 ×2
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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