PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models

5 December 2023

Papers citing "PEFA: Parameter-Free Adapters for Large-scale Embedding-based Retrieval Models"

8 / 8 papers shown

Title
RAG based Question-Answering for Contextual Response Prediction System Sriram Veturi Saurabh Vaichal Reshma Lal Jagadheesh Nafis Irtiza Tripto Nian Yan RALM 41 5 0 05 Sep 2024
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search Meng Chen Kai Zhang Zhenying He Yinan Jing X. Sean Wang 27 8 0 16 Aug 2024
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction Eli Chien Wei-Cheng Chang Cho-Jui Hsieh Hsiang-Fu Yu Jiong Zhang O. Milenkovic Inderjit S Dhillon 152 130 0 29 Oct 2021
RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking Ruiyang Ren Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua-Hong Wu Haifeng Wang Ji-Rong Wen 136 248 0 14 Oct 2021
Efficient Nearest Neighbor Language Models Junxian He Graham Neubig Taylor Berg-Kirkpatrick RALM 195 103 0 09 Sep 2021
PAIR: Leveraging Passage-Centric Similarity Relation for Improving Dense Passage Retrieval Ruiyang Ren Shangwen Lv Yingqi Qu Jing Liu Wayne Xin Zhao Qiaoqiao She Hua-Hong Wu Haifeng Wang Ji-Rong Wen 128 90 0 13 Aug 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 163 329 0 12 Aug 2021
Large-Scale Training System for 100-Million Classification at Alibaba Liuyihan Song Pan Pan Kang Zhao Hao Yang Yiming Chen Yingya Zhang Yinghui Xu R. L. Jin 32 23 0 09 Feb 2021