{"_id":"KnGqnGc2c5YcgkJp3","bibbaseid":"lin-khattar-huang-hong-jia-liu-sangiovannivincentelli-jin-causalpromptenhancingllmswithweaklysupervisedcausalreasoningforrobustperformanceinnonlanguagetasks-2024","author_short":["Lin*, T.","Khattar*, V.","Huang*, Y.","Hong, J.","Jia, R.","Liu, C.","Sangiovanni-Vincentelli, A.","Jin, M."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","title":"CausalPrompt: Enhancing LLMs with weakly supervised causal reasoning for robust performance in non-language tasks","author":[{"firstnames":["Tung-Wei"],"propositions":[],"lastnames":["Lin*"],"suffixes":[]},{"firstnames":["Vanshaj"],"propositions":[],"lastnames":["Khattar*"],"suffixes":[]},{"firstnames":["Yuxuan"],"propositions":[],"lastnames":["Huang*"],"suffixes":[]},{"firstnames":["Junho"],"propositions":[],"lastnames":["Hong"],"suffixes":[]},{"firstnames":["Ruoxi"],"propositions":[],"lastnames":["Jia"],"suffixes":[]},{"firstnames":["Chen-Ching"],"propositions":[],"lastnames":["Liu"],"suffixes":[]},{"firstnames":["Alberto"],"propositions":[],"lastnames":["Sangiovanni-Vincentelli"],"suffixes":[]},{"firstnames":["Ming"],"propositions":[],"lastnames":["Jin"],"suffixes":[]}],"booktitle":"ICLR Workshop: Tackling Climate Change with Machine Learning","pages":"","year":"2024","keywords":"Power and energy systems, Machine Learning","url_pdf":"CausalPrompt2024.pdf","bibtex":"@inproceedings{2024_3C_causalprompt,\ntitle={CausalPrompt: Enhancing LLMs with weakly supervised causal reasoning for robust performance in non-language tasks},\nauthor={Tung-Wei Lin* and Vanshaj Khattar* and Yuxuan Huang* and Junho Hong and Ruoxi Jia and Chen-Ching Liu and Alberto Sangiovanni-Vincentelli and Ming Jin},\nbooktitle={ICLR Workshop: Tackling Climate Change with Machine Learning},\npages={},\nyear={2024},\n keywords = {Power and energy systems, Machine Learning},\n url_pdf = {CausalPrompt2024.pdf}\n}\n\n","author_short":["Lin*, T.","Khattar*, V.","Huang*, Y.","Hong, J.","Jia, R.","Liu, C.","Sangiovanni-Vincentelli, A.","Jin, M."],"key":"2024_3C_causalprompt","id":"2024_3C_causalprompt","bibbaseid":"lin-khattar-huang-hong-jia-liu-sangiovannivincentelli-jin-causalpromptenhancingllmswithweaklysupervisedcausalreasoningforrobustperformanceinnonlanguagetasks-2024","role":"author","urls":{" pdf":"http://www.jinming.tech/papers/CausalPrompt2024.pdf"},"keyword":["Power and energy systems","Machine Learning"],"metadata":{"authorlinks":{}},"downloads":20},"bibtype":"inproceedings","biburl":"http://www.jinming.tech/papers/myref.bib","dataSources":["sTzDHHaipTZWjp8oe"],"keywords":["power and energy systems","machine learning"],"search_terms":["causalprompt","enhancing","llms","weakly","supervised","causal","reasoning","robust","performance","non","language","tasks","lin*","khattar*","huang*","hong","jia","liu","sangiovanni-vincentelli","jin"],"title":"CausalPrompt: Enhancing LLMs with weakly supervised causal reasoning for robust performance in non-language tasks","year":2024,"downloads":20}