CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

20 September 2019

Papers citing "CodeSearchNet Challenge: Evaluating the State of Semantic Code Search"

50 / 472 papers shown

Title
Using LLM such as ChatGPT for Designing and Implementing a RISC Processor: Execution,Challenges and Limitations S. Hossain Aayush Gohil Yizhou Wang 22 3 0 18 Jan 2024
When Neural Code Completion Models Size up the Situation: Attaining Cheaper and Faster Completion through Dynamic Model Inference Zhensu Sun Xiaoning Du Fu Song Shangwen Wang Li Li 23 10 0 18 Jan 2024
Between Lines of Code: Unraveling the Distinct Patterns of Machine and Human Programmers Yuling Shi Hongyu Zhang Chengcheng Wan Xiaodong Gu DeLMO 19 3 0 12 Jan 2024
Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search Haochen Li Xin Zhou Zhiqi Shen 34 10 0 09 Jan 2024
PythonSaga: Redefining the Benchmark to Evaluate Code Generating LLMs Ankit Yadav Himanshu Beniwal Mayank Singh LRM ALM 25 12 0 08 Jan 2024
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding Linyuan Gong Mostafa Elhoushi Alvin Cheung 29 11 0 05 Jan 2024
Deep Learning for Code Intelligence: Survey, Benchmark and Toolkit Yao Wan Yang He Zhangqian Bi Jianguo Zhang Hongyu Zhang Yulei Sui Guandong Xu Hai Jin Philip S. Yu 32 20 0 30 Dec 2023
A Prompt Learning Framework for Source Code Summarization Weisong Sun Chunrong Fang Yudu You Yuchen Chen Yi Liu ... Quanjun Zhang Hanwei Qian Wei-Ye Zhao Yang Liu Zhenyu Chen LLMAG 43 13 0 26 Dec 2023
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering Tasks Wentao Zou Qi Li Jidong Ge Chuanyi Li Xiaoyu Shen LiGuo Huang Bin Luo 24 5 0 25 Dec 2023
Assaying on the Robustness of Zero-Shot Machine-Generated Text Detectors Yi-Fan Zhang Zhang Zhang Liang Wang Tien-Ping Tan Rong Jin DeLMO 90 8 0 20 Dec 2023
CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code M. Weyssow Claudio Di Sipio Davide Di Ruscio H. Sahraoui 8 0 0 20 Dec 2023
Predicting Line-Level Defects by Capturing Code Contexts with Hierarchical Transformers Parvez Mahbub Mohammad Masudur Rahman 13 3 0 19 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 59 1,516 1 18 Dec 2023
StarVector: Generating Scalable Vector Graphics Code from Images Juan A. Rodriguez Shubham Agarwal I. Laradji Pau Rodríguez David Vazquez Christopher Pal M. Pedersoli 43 6 0 17 Dec 2023
SAT-Based Algorithms for Regular Graph Pattern Matching Miguel Terra-Neves José Amaral Alexandre Lemos Rui Quintino Pedro Resende António Alegria 17 0 0 15 Dec 2023
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language Models Xin Jin Jonathan Larson Weiwei Yang Zhiqiang Lin ELM 17 20 0 15 Dec 2023
Towards Trustworthy AI Software Development Assistance Daniel Maninger Krishna Narasimhan Mira Mezini 22 3 0 14 Dec 2023
INSPECT: Intrinsic and Systematic Probing Evaluation for Code Transformers Anjan Karmakar Romain Robbes 22 4 0 08 Dec 2023
Converting Epics/Stories into Pseudocode using Transformers Gaurav Kolhatkar Akshit Madan Nidhi Kowtal Satyajit Roy S. Sonawane 13 2 0 08 Dec 2023
Interpretability Illusions in the Generalization of Simplified Models Dan Friedman Andrew Kyle Lampinen Lucas Dixon Danqi Chen Asma Ghandeharioun 17 14 0 06 Dec 2023
Magicoder: Empowering Code Generation with OSS-Instruct Yuxiang Wei Zhe Wang Jiawei Liu Yifeng Ding Lingming Zhang SyDa 45 93 0 04 Dec 2023
A Machine Learning Approach Towards SKILL Code Autocompletion Enrique Dehaerne Bappaditya Dey Wannes Meert 24 0 0 04 Dec 2023
Abstract Syntax Tree for Programming Language Understanding and Representation: How Far Are We? Weisong Sun Chunrong Fang Yun Miao Yudu You Mengzhe Yuan ... Quanjun Zhang An Guo Xiang Chen Yang Liu Zhenyu Chen 33 5 0 01 Dec 2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval Fan Jiang Qiongkai Xu Tom Drummond Trevor Cohn 19 2 0 27 Nov 2023
Code Search Debiasing:Improve Search Results beyond Overall Ranking Performance Sheng Zhang Hui Li Yanlin Wang Zhao Wei Yong Xiu Juhong Wang Rongong Ji 16 2 0 25 Nov 2023
Naturalness of Attention: Revisiting Attention in Code Language Models M. Saad Tushar Sharma 28 2 0 22 Nov 2023
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding Andor Diera Abdelhalim Hafedh Dahou Lukas Galke Fabian Karl Florian Sihler A. Scherp ELM 32 4 0 16 Nov 2023
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems Jon Saad-Falcon Omar Khattab Christopher Potts Matei A. Zaharia RALM 19 104 0 16 Nov 2023
Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models Fangzhi Xu Zhiyong Wu Qiushi Sun Siyu Ren Fei Yuan Shuai Yuan Qika Lin Yu Qiao Jun Liu LLMAG 25 33 0 15 Nov 2023
An Extensive Study on Adversarial Attack against Pre-trained Models of Code Xiaohu Du Ming Wen Zichao Wei Shangwen Wang Hai Jin AAML 33 15 0 13 Nov 2023
Learning Defect Prediction from Unrealistic Data Kamel Alrashedy Vincent J. Hellendoorn Alessandro Orso 11 5 0 02 Nov 2023
Data Augmentation for Code Translation with Comparable Corpora and Multiple References Yiqing Xie Atharva Naik Daniel Fried Carolyn Rose 46 6 0 01 Nov 2023
Pitfalls in Language Models for Code Intelligence: A Taxonomy and Survey Xinyu She Yue Liu Yanjie Zhao Yiling He Li Li C. Tantithamthavorn Zhan Qin Haoyu Wang ELM 30 13 0 27 Oct 2023
Language Agnostic Code Embeddings Saiteja Utpala Alex Gu Pin-Yu Chen 31 1 0 25 Oct 2023
Understanding Code Semantics: An Evaluation of Transformer Models in Summarization Debanjan Mondal Abhilasha Lodha Ankita Sahoo Beena Kumari 35 0 0 25 Oct 2023
LUNA: A Model-Based Universal Analysis Framework for Large Language Models Da Song Xuan Xie Jiayang Song Derui Zhu Yuheng Huang Felix Juefei Xu Lei Ma ALM 27 3 0 22 Oct 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions Siru Ouyang Shuohang Wang Yang Liu Ming Zhong Yizhu Jiao Dan Iter Reid Pryzant Chenguang Zhu Heng Ji Jiawei Han 34 25 0 19 Oct 2023
Large Language Models for Code Analysis: Do LLMs Really Do Their Job? Chongzhou Fang Ning Miao Shaurya Srivastav Jialin Liu Ruoyu Zhang ... Asmita Asmita Ryan Tsang Najmeh Nazari Han Wang Houman Homayoun 25 37 0 18 Oct 2023
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion Yangruibo Ding Zijian Wang Wasi Uddin Ahmad Hantian Ding Ming Tan ... M. K. Ramanathan Ramesh Nallapati Parminder Bhatia Dan Roth Bing Xiang ELM 21 115 0 17 Oct 2023
ChatGPT for Vulnerability Detection, Classification, and Repair: How Far Are We? Michael Fu C. Tantithamthavorn Van Nguyen Trung Le SILM ELM 36 59 0 15 Oct 2023
Large Language Model-Aware In-Context Learning for Code Generation Jia Li Ge Li Chongyang Tao Jia Li Huangzhao Zhang Fang Liu Zhi Jin 51 28 0 15 Oct 2023
A ML-LLM pairing for better code comment classification Hanna Abi Akl 30 2 0 13 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 35 6 0 12 Oct 2023
Rethinking Negative Pairs in Code Search Haochen Li Xin Zhou Anh Tuan Luu Chunyan Miao 42 10 0 12 Oct 2023
Online Speculative Decoding Xiaoxuan Liu Lanxiang Hu Peter Bailis Alvin Cheung Zhijie Deng Ion Stoica Hao Zhang 25 50 0 11 Oct 2023
Benchmarking and Explaining Large Language Model-based Code Generation: A Causality-Centric Approach Zhenlan Ji Pingchuan Ma Zongjie Li Shuai Wang 29 21 0 10 Oct 2023
Contrastive Prompt Learning-based Code Search based on Interaction Matrix Yubo Zhang Yanfang Liu Xinxin Fan Yunfeng Lu 23 2 0 10 Oct 2023
Automated Bug Generation in the era of Large Language Models Ali Reza Ibrahimzada Yang Chen Ryan Rong Reyhaneh Jabbarvand 35 3 0 03 Oct 2023
HPC-GPT: Integrating Large Language Model for High-Performance Computing Xianzhong Ding Le Chen M. Emani Chunhua Liao Pei-Hung Lin T. Vanderbruggen Zhen Xie Alberto Cerpa Wan Du LM&MA AI4MH 19 26 0 03 Oct 2023
Gotcha! This Model Uses My Code! Evaluating Membership Leakage Risks in Code Models Zhou Yang Zhipeng Zhao Chenyu Wang Jieke Shi Dongsum Kim Donggyun Han David Lo SILM AAML MIACV 30 12 0 02 Oct 2023