Topological Metric for Unsupervised Embedding Quality Evaluation.

@inproceedings{shestov-2026-topological, author = {Aleksei Shestov and Anton Klenitskiy and Daria Denisova and Amurkhan Dzagkoev and Daniil Petrovich and Andrey V. Savchenko and Maksim Makarenko}, editor = {Ricardo Campos and Adam Jatowt and Yanyan Lan and Mohammad Aliannejadi and Christine Bauer and Sean MacAvaney and Avishek Anand and Zhaochun Ren and Suzan Verberne and Nan Bai and Masoud Mansoury}, title = {{Topological Metric for Unsupervised Embedding Quality Evaluation}}, booktitle = {{Advances in Information Retrieval - 48th European Conference on Information Retrieval, ECIR 2026, Delft, The Netherlands, March 29 - April 2, 2026, Proceedings, Part II}}, series = {Lecture Notes in Computer Science}, volume = {16484}, pages = {596--605}, publisher = {Springer}, year = {2026}, url = {https://doi.org/10.1007/978-3-032-21300-6_51}, doi = {https://doi.org/10.1007/978-3-032-21300-6_51} }