8 citations · 17 across the 13 of their papers we have counts for
Showing 2024 · cs.IRShow all
2 papers · 2 filters
cs.IR2024
Task-level Distributionally Robust Optimization for Large Language Model-based Dense Retrieval
Guangyuan Ma, Yongliang Ma, Xing Wu +3
Large Language Model-based Dense Retrieval (LLM-DR) optimizes over numerous heterogeneous fine-tuning collections from different domains. However, the discussion about its training…
cs.IR2024
Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval
Guangyuan Ma, Xing Wu, Zijia Lin +1
Masked auto-encoder pre-training has emerged as a prevalent technique for initializing and enhancing dense retrieval systems. It generally utilizes additional Transformer decoder b…