Reevaluating zero-shot information extraction: Sampling bias, prompting transferability and sensitivity in large language models.

Ke Huang|Chenghao Xiao|Yao Xiao|Ming Cai|Noura Al Moubayed


Anthology ID:DBLP:journals/ipm/HuangXXCM26
Year:2026
Venue:Information Processing and Management
Pages:104611
URL:https://doi.org/10.1016/J.IPM.2026.104611
DOI:https://doi.org/10.1016/J.IPM.2026.104611
DBLP:journals/ipm/HuangXXCM26
BibTeX:
@article{huang-2026-reevaluating, author = {Ke Huang and Chenghao Xiao and Yao Xiao and Ming Cai and Noura Al Moubayed}, title = {{Reevaluating zero-shot information extraction: Sampling bias, prompting transferability and sensitivity in large language models}}, journal = {Information Processing and Management}, volume = {63}, number = {4}, pages = {104611}, year = {2026}, url = {https://doi.org/10.1016/J.IPM.2026.104611}, doi = {https://doi.org/10.1016/J.IPM.2026.104611} }