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LLMs are Also Effective Embedding Models: An In-depth Overview

LLMs are Also Effective Embedding Models: An In-depth Overview

17 December 2024
Chongyang Tao
Tao Shen
Shen Gao
Junshuo Zhang
Zhen Li
Zhengwei Tao
Shuai Ma
ArXivPDFHTML

Papers citing "LLMs are Also Effective Embedding Models: An In-depth Overview"

4 / 4 papers shown
Title
Layer-Aware Embedding Fusion for LLMs in Text Classifications
Layer-Aware Embedding Fusion for LLMs in Text Classifications
Jiho Gwak
Yuchul Jung
35
0
0
08 Apr 2025
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs
Hansi Zeng
Julian Killingback
Hamed Zamani
RALM
78
1
0
24 Feb 2025
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search
Yifan Ji
Zhipeng Xu
Zhenghao Liu
Yukun Yan
S. Yu
Yong Li
Zhiyuan Liu
Yu Gu
Ge Yu
Maosong Sun
RALM
63
0
0
18 Feb 2025
Research on Violent Text Detection System Based on BERT-fasttext Model
Research on Violent Text Detection System Based on BERT-fasttext Model
Yongsheng Yang
Xiaoying Wang
94
0
0
21 Dec 2024
1