Optimizing Tail-Head Trade-off for Extreme Multi-Label Text Classification (XMTC) with RAG-Labels and a Dynamic Two-Stage Retrieval and Fusion Pipeline.
Celso França|Gestefane Rabbi|Thiago Salles|Washington Cunha|Leonardo Rocha|Marcos André Gonçalves
| Anthology ID: | DBLP:conf/sigir/FrancaRSC0G25 |
|---|---|
| Volume: | Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025 |
| Year: | 2025 |
| Venue: | Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) |
| Publisher: | ACM |
| Pages: | 1392-1401 |
| URL: | https://doi.org/10.1145/3726302.3730052 |
| DOI: | https://doi.org/10.1145/3726302.3730052 |
| DBLP: | conf/sigir/FrancaRSC0G25 |
| BibTeX: |
@inproceedings{franca-2025-optimizing,
author = {Celso Fran\c{c}a and
Gestefane Rabbi and
Thiago Salles and
Washington Cunha and
Leonardo Rocha and
Marcos Andr\'{e} Gon\c{c}alves},
editor = {Nicola Ferro and
Maria Maistro and
Gabriella Pasi and
Omar Alonso and
Andrew Trotman and
Suzan Verberne},
title = {{Optimizing Tail-Head Trade-off for Extreme Multi-Label Text Classification (XMTC) with RAG-Labels and a Dynamic Two-Stage Retrieval and Fusion Pipeline}},
booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}},
pages = {1392--1401},
publisher = {ACM},
year = {2025},
url = {https://doi.org/10.1145/3726302.3730052},
doi = {https://doi.org/10.1145/3726302.3730052}
}