A Survey of Controllable Learning: Methods, Applications, and Challenges in Information Retrieval
Controllable Learning (CL) is emerging as a crucial component of trustworthy machine learning. It emphasizes ensuring that learning models meet...
Retrieval
Path: A Machine Learning Method for Training Small-Scale (Under 100M Parameter) Neural Information Retrieval Models with as few as 10 Gold Relevance Labels
The creative applications and management of pretrained language models have led to some great improvements in the quality of information...
