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Code Summarization

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Showing 26–50 of 163 papers

TitleStatusHype
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning—0
Icing on the Cake: Automatic Code Summarization at Ericsson—0
XMainframe: A Large Language Model for Mainframe ModernizationCode2
DeepCodeProbe: Towards Understanding What Models Trained on Code Learn—0
Source Code Summarization in the Era of Large Language ModelsCode1
InverseCoder: Self-improving Instruction-Tuned Code LLMs with Inverse-InstructCode1
An Empirical Study on Capability of Large Language Models in Understanding Code Semantics—0
ESALE: Enhancing Code-Summary Alignment Learning for Source Code Summarization—0
MALSIGHT: Exploring Malicious Source Code and Benign Pseudocode for Iterative Binary Malware Summarization—0
Large Language Models for Code Summarization—0
AutoCoder: Enhancing Code Large Language Model with AIEV-InstructCode4
On Training a Neural Network to Explain Binaries—0
Calibration of Large Language Models on Code Summarization—0
Analyzing the Performance of Large Language Models on Code SummarizationCode0
CSA-Trans: Code Structure Aware Transformer for ASTCode0
Genetic Auto-prompt Learning for Pre-trained Code Intelligence Language Models—0
Empirical Studies of Parameter Efficient Methods for Large Language Models of Code and Knowledge Transfer to RCode0
Read between the lines -- Functionality Extraction From READMEs—0
Do Machines and Humans Focus on Similar Code? Exploring Explainability of Large Language Models in Code Summarization—0
EyeTrans: Merging Human and Machine Attention for Neural Code SummarizationCode0
Studying Vulnerable Code Entities in RCode0
A Prompt Learning Framework for Source Code SummarizationCode1
Binary Code Summarization: Benchmarking ChatGPT/GPT-4 and Other Large Language ModelsCode1
Breaking the Silence: the Threats of Using LLMs in Software EngineeringCode0
Transfer Attacks and Defenses for Large Language Models on Coding Tasks—0
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