Bowen Jin
Bowen Jin has 2 papers in our library, in 2024–2025, most of them on Language models & pretraining, Reasoning, Information retrieval & search; often with Jiawei Han, Chulin Xie, Dong Wang.
OpenAlex · ORCID · h-index 24 · 148 works · 2,159 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 338 times in our library · ⭐ Paper Stars ranking: #3778
Affiliations
Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksComputer Vision and Pattern Recognition · 2 worksLanguage and Linguistics · 2 worksInformation Systems · 1 work
🧭 Topics 3Research subjects and languages the work is about.Language models & pretraining · 2 worksInformation retrieval & search · 1 workReasoning · 1 work
Works by year
2020s
Papers
- Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning (2025 · 303 citations)
Large language models often need outside, current knowledge, but simply prompting them to use a search engine works poorly because they were never trained to interact with one. - Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (2024 · 89 citations)
LLMs often hallucinate on knowledge-heavy questions. Standard retrieval augmentation treats each document as a separate unit, so it misses knowledge carried by links between texts, such as citations, co-purchases or legal references. Turning whole neighbourhoods into text is also impractical, because subgraphs grow…
Co-authors here
Venues
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2024
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/bowen-jin/