Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge Extraction.
Qinyuan Wu|Mohammad Aflah Khan|Soumi Das|Vedant Nanda|Bishwamittra Ghosh|Camila Kolling|Till Speicher|Laurent Bindschaedler|Krishna P. Gummadi|Evimaria Terzi
| Anthology ID: | DBLP:conf/wsdm/WuKDNGKSBGT25 |
|---|---|
| Volume: | Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025 |
| Year: | 2025 |
| Venue: | Web Search and Data Mining (WSDM) |
| Publisher: | ACM |
| Pages: | 754-763 |
| URL: | https://doi.org/10.1145/3701551.3703562 |
| DOI: | https://doi.org/10.1145/3701551.3703562 |
| DBLP: | conf/wsdm/WuKDNGKSBGT25 |
| BibTeX: |
@inproceedings{wu-2025-towards,
author = {Qinyuan Wu and
Mohammad Aflah Khan and
Soumi Das and
Vedant Nanda and
Bishwamittra Ghosh and
Camila Kolling and
Till Speicher and
Laurent Bindschaedler and
Krishna P. Gummadi and
Evimaria Terzi},
editor = {Wolfgang Nejdl and
S\"{o}ren Auer and
Meeyoung Cha and
Marie-Francine Moens and
Marc Najork},
title = {{Towards Reliable Latent Knowledge Estimation in LLMs: Zero-Prompt Many-Shot Based Factual Knowledge Extraction}},
booktitle = {{Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025}},
pages = {754--763},
publisher = {ACM},
year = {2025},
url = {https://doi.org/10.1145/3701551.3703562},
doi = {https://doi.org/10.1145/3701551.3703562}
}