Rethinking Negative Pairs in Code Search

Rethinking Negative Pairs in Code Search

12 October 2023

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Papers citing "Rethinking Negative Pairs in Code Search"

14 / 14 papers shown

Title
GiFT: Gibbs Fine-Tuning for Code Generation Haochen Li Wanjin Feng Xin Zhou Zhiqi Shen SyDa 135 1 0 17 Feb 2025
URECA: The Chain of Two Minimum Set Cover Problems exists behind Adaptation to Shifts in Semantic Code Search Seok-Ung Choi Joonghyuk Hahn Yo-Sub Han 91 0 0 11 Feb 2025
Soft-Labeled Contrastive Pre-training for Function-level Code Representation Xiaonan Li Daya Guo Yeyun Gong Yun Lin Yelong Shen Xipeng Qiu Daxin Jiang Weizhu Chen Nan Duan 36 17 0 18 Oct 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 370 440 0 24 Jan 2022
SynCoBERT: Syntax-Guided Multi-Modal Contrastive Pre-Training for Code Representation Xin Wang Yasheng Wang Fei Mi Pingyi Zhou Yao Wan Xiao Liu Li Li Hao Wu Jin Liu Xin Jiang 102 114 0 10 Aug 2021
Multimodal Representation for Neural Code Search Jian Gu Zimin Chen Monperrus Martin 39 42 0 02 Jul 2021
Incremental False Negative Detection for Contrastive Learning Tsai-Shien Chen Wei-Chih Hung Hung-Yu Tseng Shao-Yi Chien Ming-Hsuan Yang SSL CLL 63 62 0 07 Jun 2021
CoSQA: 20,000+ Web Queries for Code Search and Question Answering Junjie Huang Duyu Tang Linjun Shou Ming Gong Ke Xu Daxin Jiang Ming Zhou Nan Duan 69 116 0 27 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 261 3,396 0 18 Apr 2021
GraphCodeBERT: Pre-training Code Representations with Data Flow Daya Guo Shuo Ren Shuai Lu Zhangyin Feng Duyu Tang ... Dawn Drain Neel Sundaresan Jian Yin Daxin Jiang M. Zhou 142 1,134 0 17 Sep 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 162 2,637 0 19 Feb 2020
When Deep Learning Met Code Search J. Cambronero Hongyu Li Seohyun Kim Koushik Sen S. Chandra CLIP 73 218 0 09 May 2019
The Adverse Effects of Code Duplication in Machine Learning Models of Code Miltiadis Allamanis 61 320 0 16 Dec 2018
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 677 31,512 0 16 Jan 2013