Software Engineering

Lazy Testing of Machine-Learning Models IJCAI 2025 Less Is More: Adaptive Program Repair with Bug Localization and Preference Learning AAAI 2025 Leveraging Generative AI for Enhancing Automated Assessment in Programming Education Contests ACL 2025 LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL EMNLP 2025 LLM Agents Making Agent Tools ACL 2025 LLM-Assisted Translation of Legacy FORTRAN Codes to C++: A Cross-Platform Study NAACL 2025 LLM Evaluate: An Industry-Focused Evaluation Tool for Large Language Models COLING 2025 LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research EMNLP 2025 LocAgent: Graph-Guided LLM Agents for Code Localization ACL 2025 M2RC-EVAL: Massively Multilingual Repository-level Code Completion Evaluation ACL 2025 MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025 MA-RAG: Automating Role Engineering for RESTful APIs with Multi-Head Attention and Retrieval-Augmented Generation IJCAI 2025 MATCH: Task-Driven Code Evaluation through Contrastive Learning EMNLP 2025 MLAlgo-Bench: Can Machines Implement Machine Learning Algorithms? EMNLP 2025 MLDebugging: Towards Benchmarking Code Debugging Across Multi-Library Scenarios ACL 2025 More Than a Score: Probing the Impact of Prompt Specificity on LLM Code Generation IJCNLP 2025 Multi-Step Generation of Test Specifications using Large Language Models for System-Level Requirements ACL 2025 NBDESCRIB: A Dataset for Text Description Generation from Tables and Code in Jupyter Notebooks with Guidelines ACL 2025 NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging EMNLP 2025 No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size COLING 2025 Otter: Generating Tests from Issues to Validate SWE Patches ICML 2025 Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025 Paradigms of AI Evaluation: Mapping Goals, Methodologies and Culture IJCAI 2025 Paralegal: Practical Static Analysis for Privacy Bugs OSDI 2025 PDC & DM-SFT: A Road for LLM SQL Bug-Fix Enhancing COLING 2025