code representation

Towards Better Code Understanding in Decoder-Only Models with Contrastive Learning AAAI 2026 BERT-Based Code Learning for Exception Localization and Type Prediction AAAI 2025 Beyond Sequences: Two-dimensional Representation and Dependency Encoding for Code Generation ACL 2025 CLeVeR: Multi-modal Contrastive Learning for Vulnerability Code Representation ACL 2025 CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification AAAI 2025 Applying Contrastive Learning to Code Vulnerability Type Classification EMNLP 2024 A Survey on Natural Language Processing for Programming COLING 2024 CODE REPRESENTATION LEARNING AT SCALE ICLR 2024 Code Representation Pre-training with Complements from Program Executions EMNLP 2024 CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework AAAI 2024 Enhancing Discourse Dependency Parsing with Sentence Dependency Parsing: A Unified Generative Method Based on Code Representation EMNLP 2024 HierarchyNet: Learning to Summarize Source Code with Heterogeneous Representations EACL 2024 Large Language Model-Enhanced Algorithm Selection: Towards Comprehensive Algorithm Representation IJCAI 2024 Tackling Long Code Search with Splitting, Encoding, and Aggregating COLING 2024 TransCoder: Towards Unified Transferable Code Representation Learning Inspired by Human Skills COLING 2024 BLOCSUM: Block Scope-based Source Code Summarization via Shared Block Representation ACL 2023 CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023 Understanding Programs by Exploiting (Fuzzing) Test Cases ACL 2023 CODE-MVP: Learning to Represent Source Code from Multiple Views with Contrastive Pre-Training NAACL 2022 Code Representation Learning Using Prüfer Sequences (Student Abstract) AAAI 2022 CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022 CodeTrek: Flexible Modeling of Code using an Extensible Relational Representation ICLR 2022 Convergent Representations of Computer Programs in Human and Artificial Neural Networks NeurIPS 2022 Probing Pretrained Models of Source Codes EMNLP 2022 Pyramid Attention For Source Code Summarization NeurIPS 2022