Can Query Expansion Improve Generalization of Strong Cross-Encoder Rankers?

M Li, H Zhuang, K Hui, Z Qin, J Lin… - Proceedings of the 47th …, 2024 - dl.acm.org
Query expansion has been widely used to improve the search results of first-stage retrievers,
yet its influence on second-stage, cross-encoder rankers remains under-explored. A recent …

[PDF][PDF] Pretrained Transformers for Efficient and Robust Information Retrieval

M Li - 2024 - uwspace.uwaterloo.ca
Pretrained transformers have significantly advanced the field of information retrieval (IR)
since the introduction of BERT. Through unsupervised pretraining followed by task-aware …