Bridging Semantic Understanding and Popularity Bias with LLMs

Renqiang Luo, Dong Zhang, Yupeng Gao, Wen Shi, Mingliang Hou, Jiaying Liu 0006, Zhe Wang, Shuo Yu 0001. Bridging Semantic Understanding and Popularity Bias with LLMs. In Hakim Hacid, Yoelle Maarek, Francesco Bonchi, Ido Guy, Emine Yilmaz, editors, Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026. pages 3656-3665, ACM, 2026. [doi]

@inproceedings{LuoZGSHLWY26,
  title = {Bridging Semantic Understanding and Popularity Bias with LLMs},
  author = {Renqiang Luo and Dong Zhang and Yupeng Gao and Wen Shi and Mingliang Hou and Jiaying Liu 0006 and Zhe Wang and Shuo Yu 0001},
  year = {2026},
  doi = {10.1145/3774904.3792168},
  url = {https://doi.org/10.1145/3774904.3792168},
  researchr = {https://researchr.org/publication/LuoZGSHLWY26},
  cites = {0},
  citedby = {0},
  pages = {3656-3665},
  booktitle = {Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026},
  editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz},
  publisher = {ACM},
  isbn = {979-8-4007-2307-0},
}