Jianbo Dai
Jianbo Dai has 2 papers in our library, in 2024, most of them on Language models & pretraining, Code & programming languages; often with Zhijiang Guo, Guangtao Zeng, Hongru Wang.
OpenAlex · h-index 2 · 5 works · 13 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 33 times in our library · ⭐ Paper Stars ranking: #8134
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Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksComputational Theory and Mathematics · 1 workSoftware · 1 workArts and Humanities · 1 workComputer Science Applications · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Code & programming languages · 1 workLanguage models & pretraining · 1 work
Works by year
2020s
Papers
- AutoPSV: Automated Process-Supervised Verifier (2024 · 28 citations)
Process-supervised verifiers judge each reasoning step of an LLM solution, which makes them better at reranking answers than outcome-only verifiers. Their weakness is the cost of step labels, which come either from skilled human annotators or from heavy Monte Carlo tree search (MCTS) sampling. AutoPSV avoids both. - EffiCoder: Enhancing Code Generation in Large Language Models through Efficiency-Aware Fine-tuning (2024 · 11 citations)
Code-generating LLMs are usually tuned for correctness, but the programs they produce often run slower and use more memory than human-written reference solutions.
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