2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.AI2024
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval
Qiuhai Zeng, Zimeng Qiu, Dae Yon Hwang +2
Dense retrieval systems are commonly used for information retrieval (IR). They rely on learning text representations through an encoder and usually require supervised modeling via…
cs.IR2023
Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices
Jianwei Zhang, Helian Feng, Xin He +3
We present a novel search optimization solution for approximate nearest neighbor (ANN) search on resource-constrained edge devices. Traditional ANN approaches fall short in meeting…
cs.LG2022★ 2 cited
Towards Multi-Objective Statistically Fair Federated Learning
Ninareh Mehrabi, Cyprien de Lichy, John McKay +2
Federated Learning (FL) has emerged as a result of data ownership and privacy concerns to prevent data from being shared between multiple parties included in a training procedure.…