Ken Deng
Ken Deng has 3 papers in our library, in 2024–2026, most of them on Language models & pretraining, Multilingual & cross-lingual NLP, Code & programming languages; often with Yanan Wu, Congnan Liu, Ge Zhang.
OpenAlex · h-index 1 · 13 works · 12 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 22 times in our library · ⭐ Paper Stars ranking: #8378
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksLanguage and Linguistics · 3 worksInformation Systems · 2 works
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 1 workCode & programming languages · 1 workMultilingual & cross-lingual NLP · 1 work
Works by year
2020s
Papers
- DDK: Distilling Domain Knowledge for Efficient Large Language Models (2024 · 23 citations)
Smaller LLMs are cheaper to deploy, and knowledge distillation from a stronger model can improve them. However, existing LLM distillation methods train on a fixed data mix. They overlook that the gap between student and teacher differs widely by domain. For example, a Qwen-1.5 1.8B student trails its 14B teacher far… - M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation (2025 · 8 citations)
Benchmarks for repository-level code completion usually cover fewer than five programming languages and report only one averaged score. - ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants (2026 · 1 citation)
LLM-based shopping assistants must clarify vague requests through dialogue, use a shopper's profile and history, and pick the right item among near-identical products.
Co-authors here
- Yanan Wu ×3
- Congnan Liu ×2
- Ge Zhang ×2
- Jiaheng Liu ×2
- Chenchen Zhang
- Haoran Que
- He Zhu
- Jian Yang
- Jie Liu
- Jin Ke
- Jinyang Guo
- Linzheng Chai
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026, ACL 2025
- Conference on Neural Information Processing Systems (NeurIPS): NeurIPS 2024
Cited by
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