Making Text Embedders Few-Shot Learners

Making Text Embedders Few-Shot Learners

24 September 2024

Shitao Xiao

Yingxia Shao

Defu Lian

Zheng Liu

Papers citing "Making Text Embedders Few-Shot Learners"

14 / 14 papers shown

Title
CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents Francisco Valentini Diego Kozlowski Vincent Larivière 20 0 0 22 Apr 2025
FRASE: Structured Representations for Generalizable SPARQL Query Generation Papa Abdou Karim Karou Diallo Amal Zouaq 37 0 0 28 Mar 2025
MultiConIR: Towards multi-condition Information Retrieval Xuan Lu Sifan Liu Bochao Yin Y. K. Li Xinghao Chen Hui Su Yaohui Jin Wenjun Zeng Xiaoyu Shen 69 0 0 13 Mar 2025
A Survey on Knowledge-Oriented Retrieval-Augmented Generation Mingyue Cheng Yucong Luo Jie Ouyang Q. Liu Huijie Liu ... Bohou Zhang Jiawei Cao Jie Ma Daoyu Wang Enhong Chen 3DV 68 3 0 11 Mar 2025
AttackSeqBench: Benchmarking Large Language Models' Understanding of Sequential Patterns in Cyber Attacks Javier Yong Haokai Ma Yunshan Ma Anis Yusof Zhenkai Liang E. Chang 57 0 0 05 Mar 2025
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers Xueguang Ma Xi Victoria Lin Barlas Oğuz Jimmy Lin Wen-tau Yih Xilun Chen RALM 80 3 0 25 Feb 2025
Scale-Free Graph-Language Models Jianglin Lu Yixuan Liu Yitian Zhang Y. Fu 60 1 0 24 Feb 2025
Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Search Yifan Ji Zhipeng Xu Zhenghao Liu Yukun Yan S. Yu Y. Li Zhiyuan Liu Yu Gu Ge Yu Maosong Sun RALM 58 0 0 18 Feb 2025
Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment Jingcheng Deng Zhongtao Jiang Liang Pang Liwei Chen Kun Xu Zihao Wei Huawei Shen Xueqi Cheng 49 1 0 17 Feb 2025
LLMs are Also Effective Embedding Models: An In-depth Overview Chongyang Tao Tao Shen Shen Gao Junshuo Zhang Zhen Li Zhengwei Tao Shuai Ma 71 7 0 17 Dec 2024
MST-R: Multi-Stage Tuning for Retrieval Systems and Metric Evaluation Yash Malviya Karan Dhingra Maneesh Singh 72 0 0 13 Dec 2024
Bilingual BSARD: Extending Statutory Article Retrieval to Dutch Ehsan Lotfi Nikolay Banar Nerses Yuzbashyan Walter Daelemans AILaw 69 0 0 10 Dec 2024
ATM: Adversarial Tuning Multi-agent System Makes a Robust Retrieval-Augmented Generator Junda Zhu Lingyong Yan Haibo Shi Dawei Yin Lei Sha RALM 31 5 0 28 May 2024
NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models Chankyu Lee Rajarshi Roy Mengyao Xu Jonathan Raiman M. Shoeybi Bryan Catanzaro Wei Ping RALM 52 137 0 27 May 2024