Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation. Austin, D. E., Korikov, A., Toroghi, A., & Sanner, S. In Proceedings of 18th ACM Conference on Recommender Systems (RecSys-24), Bari, Italy, 2024.
Paper
Arxiv bibtex 23 downloads @inproceedings{sanner:recsys24,
title = {Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation},
author = {David Eric Austin and Anton Korikov and Armin Toroghi and Scott Sanner},
year = {2024},
booktitle = {Proceedings of 18th {ACM} Conference on Recommender Systems ({RecSys-24})},
address = {Bari, Italy},
url_paper = {https://ssanner.github.io/papers/recsys24_pebol.pdf},
url_arxiv = {https://arxiv.org/abs/2405.00981}
}
Downloads: 23
{"_id":"dmxF5SYKzj3g3DscC","bibbaseid":"austin-korikov-toroghi-sanner-bayesianoptimizationwithllmbasedacquisitionfunctionsfornaturallanguagepreferenceelicitation-2024","author_short":["Austin, D. E.","Korikov, A.","Toroghi, A.","Sanner, S."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","title":"Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation","author":[{"firstnames":["David","Eric"],"propositions":[],"lastnames":["Austin"],"suffixes":[]},{"firstnames":["Anton"],"propositions":[],"lastnames":["Korikov"],"suffixes":[]},{"firstnames":["Armin"],"propositions":[],"lastnames":["Toroghi"],"suffixes":[]},{"firstnames":["Scott"],"propositions":[],"lastnames":["Sanner"],"suffixes":[]}],"year":"2024","booktitle":"Proceedings of 18th ACM Conference on Recommender Systems (RecSys-24)","address":"Bari, Italy","url_paper":"https://ssanner.github.io/papers/recsys24_pebol.pdf","url_arxiv":"https://arxiv.org/abs/2405.00981","bibtex":"@inproceedings{sanner:recsys24,\n title = {Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation},\n author = {David Eric Austin and Anton Korikov and Armin Toroghi and Scott Sanner},\n year = {2024},\n booktitle = {Proceedings of 18th {ACM} Conference on Recommender Systems ({RecSys-24})},\n address = {Bari, Italy},\n url_paper = {https://ssanner.github.io/papers/recsys24_pebol.pdf},\n url_arxiv = {https://arxiv.org/abs/2405.00981} \n}\n\n","author_short":["Austin, D. E.","Korikov, A.","Toroghi, A.","Sanner, S."],"key":"sanner:recsys24","id":"sanner:recsys24","bibbaseid":"austin-korikov-toroghi-sanner-bayesianoptimizationwithllmbasedacquisitionfunctionsfornaturallanguagepreferenceelicitation-2024","role":"author","urls":{" paper":"https://ssanner.github.io/papers/recsys24_pebol.pdf"," arxiv":"https://arxiv.org/abs/2405.00981"},"metadata":{"authorlinks":{}},"downloads":23},"bibtype":"inproceedings","biburl":"https://raw.githubusercontent.com/ssanner/ssanner.github.io/master/Sanner_CV.bib","dataSources":["bu3H436jGJwM2szJd","GmTd9cvnR3QXRus38"],"keywords":[],"search_terms":["bayesian","optimization","llm","based","acquisition","functions","natural","language","preference","elicitation","austin","korikov","toroghi","sanner"],"title":"Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation","year":2024,"downloads":23}