Towards General Text Embeddings with Multi-stage Contrastive Learning

Towards General Text Embeddings with Multi-stage Contrastive Learning

7 August 2023

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Papers citing "Towards General Text Embeddings with Multi-stage Contrastive Learning"

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Title
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 288 9 0 12 Oct 2023
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models Sebastian G. Gruber Florian Buettner UQCV UD 53 1 0 09 Oct 2023
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets Orion Weller Kyle Lo David Wadden Dawn J Lawrie Benjamin Van Durme Arman Cohan Luca Soldaini 87 21 0 15 Sep 2023
Exploring Parameter-Efficient Fine-Tuning Techniques for Code Generation with Large Language Models Martin Weyssow Xin Zhou Kisub Kim David Lo H. Sahraoui 98 36 0 21 Aug 2023
WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct Haipeng Luo Qingfeng Sun Can Xu Pu Zhao Jian-Guang Lou ... Xiubo Geng Qingwei Lin Shifeng Chen Yansong Tang Dongmei Zhang LRM OSLM 303 468 0 18 Aug 2023
WizardCoder: Empowering Code Large Language Models with Evol-Instruct Ziyang Luo Can Xu Pu Zhao Qingfeng Sun Xiubo Geng Wenxiang Hu Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang ELM SyDa ALM 202 698 0 14 Jun 2023
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow Wenqi Zhang Yongliang Shen Weiming Lu Yueting Zhuang LLMAG 138 56 0 12 Jun 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 61 8 0 22 May 2023
Description-Based Text Similarity Shauli Ravfogel Valentina Pyatkin Amir D. N. Cohen Avshalom Manevich Yoav Goldberg 81 5 0 21 May 2023
AugTriever: Unsupervised Dense Retrieval by Scalable Data Augmentation Rui Meng Ye Liu Semih Yavuz Divyansh Agarwal Lifu Tu Ning Yu Jianguo Zhang Meghana Moorthy Bhat Yingbo Zhou RALM 134 0 0 17 Dec 2022