Towards General Text Embeddings with Multi-stage Contrastive Learning

7 August 2023

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

25 / 225 papers shown

Title
Tracing the Genealogies of Ideas with Large Language Model Embeddings Lucian Li AI4CE 11 0 0 13 Jan 2024
Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning Yingqian Min Kun Zhou Dawei Gao Wayne Xin Zhao He Hu Yaliang Li 26 1 0 07 Jan 2024
Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance S. Peter Shreyan Chowdhury Carlos Eduardo Cancino-Chacón Gerhard Widmer 18 0 0 31 Dec 2023
Improving Text Embeddings with Large Language Models Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei SyDa 40 162 0 31 Dec 2023
WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning Zhaojian Yu Xin Zhang Ning Shang Yangyu Huang Can Xu Yishujie Zhao Wenxiang Hu Qiufeng Yin SyDa 30 23 0 20 Dec 2023
Language-Conditioned Semantic Search-Based Policy for Robotic Manipulation Tasks Jannik Sheikh Andrew Melnik G. C. Nandi R. Haschke OffRL LM&Ro 26 3 0 10 Dec 2023
Social Bias Probing: Fairness Benchmarking for Language Models Marta Marchiori Manerba Karolina Stañczak Riccardo Guidotti Isabelle Augenstein 27 16 0 15 Nov 2023
Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models Tingyu Xie Qi Li Yan Zhang Zuozhu Liu Hongwei Wang 43 18 0 15 Nov 2023
Unveiling Safety Vulnerabilities of Large Language Models George Kour Marcel Zalmanovici Naama Zwerdling Esther Goldbraich Ora Nova Fandina Ateret Anaby-Tavor Orna Raz E. Farchi AAML 27 15 0 07 Nov 2023
RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models Zefan Wang Zichuan Liu Yingying Zhang Aoxiao Zhong Lunting Fan Lingfei Wu Qingsong Wen 41 24 0 25 Oct 2023
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval Uri Katz Matan Vetzler Amir D. N. Cohen Yoav Goldberg 9 9 0 22 Oct 2023
Search-Adaptor: Embedding Customization for Information Retrieval Jinsung Yoon Sercan Ö. Arik Yanfei Chen Tomas Pfister 25 2 0 12 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 45 6 0 12 Oct 2023
A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models Sebastian G. Gruber Florian Buettner UQCV UD 23 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 49 19 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 38 27 0 21 Aug 2023
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow Wenqi Zhang Yongliang Shen Weiming Lu Yueting Zhuang LLMAG 31 51 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 37 6 0 22 May 2023
Description-Based Text Similarity Shauli Ravfogel Valentina Pyatkin Amir D. N. Cohen Avshalom Manevich Yoav Goldberg 28 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 58 0 0 17 Dec 2022
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder Shitao Xiao Zheng Liu Yingxia Shao Bo Zhao RALM 118 110 0 24 May 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 232 422 0 24 Jan 2022
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 Wu Haifeng Wang Ji-Rong Wen 130 91 0 13 Aug 2021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval Luyu Gao Jamie Callan RALM 175 329 0 12 Aug 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 246 971 0 17 Apr 2021