REFINE on Scarce Data: Retrieval Enhancement Through Fine-Tuning via Model Fusion of Embedding Models

Ambuje Gupta, Mrinal Rawat, Andreas Stolcke, Roberto Pieraccini. REFINE on Scarce Data: Retrieval Enhancement Through Fine-Tuning via Model Fusion of Embedding Models. In Mingming Gong, Yiliao Song, Yun Sing Koh, Wei Xiang 0001, Derui Wang, editors, AI 2024: Advances in Artificial Intelligence - 37th Australasian Joint Conference on Artificial Intelligence, AI 2024, Melbourne, VIC, Australia, November 25-29, 2024, Proceedings, Part I. Volume 15442 of Lecture Notes in Computer Science, pages 73-85, Springer, 2024. [doi]

@inproceedings{GuptaRSP24,
  title = {REFINE on Scarce Data: Retrieval Enhancement Through Fine-Tuning via Model Fusion of Embedding Models},
  author = {Ambuje Gupta and Mrinal Rawat and Andreas Stolcke and Roberto Pieraccini},
  year = {2024},
  doi = {10.1007/978-981-96-0348-0_6},
  url = {https://doi.org/10.1007/978-981-96-0348-0_6},
  researchr = {https://researchr.org/publication/GuptaRSP24},
  cites = {0},
  citedby = {0},
  pages = {73-85},
  booktitle = {AI 2024: Advances in Artificial Intelligence - 37th Australasian Joint Conference on Artificial Intelligence, AI 2024, Melbourne, VIC, Australia, November 25-29, 2024, Proceedings, Part I},
  editor = {Mingming Gong and Yiliao Song and Yun Sing Koh and Wei Xiang 0001 and Derui Wang},
  volume = {15442},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-981-96-0348-0},
}