From Top-1 to Top-K: A Reproducibility Study and Benchmarking of Counterfactual Explanations for Recommender Systems.
Quang-Huy Nguyen|Duc-Hoang Pham|Patrick Ernst|Thanh-Hai Nguyen|Arunav Mishra|Huy-Son Nguyen|Khac-Manh Thai|Avishek Anand|Cam-Van Thi Nguyen|Duc-Hoang Pham|Patrick Ernst|Duc-Trong Le|Vinay Setty|Arunav Mishra|Huy-Son Nguyen|Avishek Anand|Cam-Van Thi Nguyen|Masoud Mansoury|Zheng Chen|Masoud Mansoury|Zheng Chen|Duc-Trong Le|Vinay Setty|Hoang-Quynh Le
| Anthology ID: | DBLP:conf/sigir/NguyenNTPNNMLL26 |
|---|---|
| Volume: | Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026 |
| Year: | 2026 |
| Venue: | Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) |
| Publisher: | ACM |
| Pages: | 3017-3027 |
| URL: | https://doi.org/10.1145/3805712.3808574 |
| DOI: | https://doi.org/10.1145/3805712.3808574 |
| DBLP: | conf/sigir/NguyenNTPNNMLL26 |
| BibTeX: |
@inproceedings{nguyen-2026-top1,
author = {Quang-Huy Nguyen and
Duc-Hoang Pham and
Patrick Ernst and
Thanh-Hai Nguyen and
Arunav Mishra and
Huy-Son Nguyen and
Khac-Manh Thai and
Avishek Anand and
Cam-Van Thi Nguyen and
Duc-Hoang Pham and
Patrick Ernst and
Duc-Trong Le and
Vinay Setty and
Arunav Mishra and
Huy-Son Nguyen and
Avishek Anand and
Cam-Van Thi Nguyen and
Masoud Mansoury and
Zheng Chen and
Masoud Mansoury and
Zheng Chen and
Duc-Trong Le and
Vinay Setty and
Hoang-Quynh Le},
editor = {Hannah Bast and
Alistair Moffat and
Falk Scholer and
Marc Najork and
Min Zhang and
Hannah Bast and
Marc Najork and
Min Zhang},
title = {{From Top-1 to Top-K: A Reproducibility Study and Benchmarking of Counterfactual Explanations for Recommender Systems}},
booktitle = {{Proceedings of the 49th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2026, MelbourneVICAustralia, July 20-24, 2026}},
pages = {3017--3027},
publisher = {ACM},
year = {2026},
url = {https://doi.org/10.1145/3805712.3808574},
doi = {https://doi.org/10.1145/3805712.3808574}
}