{"_id":"kFpF3cb2gSqcpzBKw","bibbaseid":"lin-yang-ulabdeen-sangiovannivincentelli-huang-jin-llmstacklemetaanalysisautomatingscientifichypothesisgenerationwithstatisticalrigor-2025","author_short":["Lin, T.","Yang, R.","ul Abdeen, Z.","Sangiovanni-Vincentelli, A.","Huang, H.","Jin, M."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","title":"LLMs Tackle Meta-Analysis: Automating Scientific Hypothesis Generation with Statistical Rigor","author":[{"propositions":[],"lastnames":["Lin"],"firstnames":["Tung-Wei"],"suffixes":[]},{"propositions":[],"lastnames":["Yang"],"firstnames":["Runing"],"suffixes":[]},{"propositions":["ul"],"lastnames":["Abdeen"],"firstnames":["Zain"],"suffixes":[]},{"propositions":[],"lastnames":["Sangiovanni-Vincentelli"],"firstnames":["Alberto"],"suffixes":[]},{"propositions":[],"lastnames":["Huang"],"firstnames":["Haibo"],"suffixes":[]},{"propositions":[],"lastnames":["Jin"],"firstnames":["Ming"],"suffixes":[]}],"booktitle":"2nd AI4Research Workshop: Towards a Knowledge-grounded Scientific Research Lifecycle","year":"2025","bibtex":"@inproceedings{2025_3C_LLMScience,\n title={LLMs Tackle Meta-Analysis: Automating Scientific Hypothesis Generation with Statistical Rigor},\n author={Lin, Tung-Wei and Yang, Runing and ul Abdeen, Zain and Sangiovanni-Vincentelli, Alberto and Huang, Haibo and Jin, Ming},\n booktitle={2nd AI4Research Workshop: Towards a Knowledge-grounded Scientific Research Lifecycle},\n year={2025}\n}\n\n","author_short":["Lin, T.","Yang, R.","ul Abdeen, Z.","Sangiovanni-Vincentelli, A.","Huang, H.","Jin, M."],"key":"2025_3C_LLMScience","id":"2025_3C_LLMScience","bibbaseid":"lin-yang-ulabdeen-sangiovannivincentelli-huang-jin-llmstacklemetaanalysisautomatingscientifichypothesisgenerationwithstatisticalrigor-2025","role":"author","urls":{},"metadata":{"authorlinks":{}}},"bibtype":"inproceedings","biburl":"http://www.jinming.tech/papers/myref.bib","dataSources":["sTzDHHaipTZWjp8oe"],"keywords":[],"search_terms":["llms","tackle","meta","analysis","automating","scientific","hypothesis","generation","statistical","rigor","lin","yang","ul abdeen","sangiovanni-vincentelli","huang","jin"],"title":"LLMs Tackle Meta-Analysis: Automating Scientific Hypothesis Generation with Statistical Rigor","year":2025}