Improving Text Embedding Models with Positive-aware Hard-negative Mining.

@inproceedings{moreira-2025-improving, author = {Gabriel de Souza Pereira Moreira and Radek Osmulski and Mengyao Xu and Ronay Ak and Benedikt Schifferer and Even Oldridge}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{Improving Text Embedding Models with Positive-aware Hard-negative Mining}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {2169--2178}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761254}, doi = {https://doi.org/10.1145/3746252.3761254} }