Software Engineering

Data Interpreter: An LLM Agent for Data Science ACL 2025 Data Wrangling Task Automation Using Code-Generating Language Models AAAI 2025 DeepRTL2: A Versatile Model for RTL-Related Tasks ACL 2025 Deriving Semantic Checkers from Tests to Detect Silent Failures in Production Distributed Systems OSDI 2025 DSBC : Data Science task Benchmarking with Context engineering IJCNLP 2025 Dynamic Scaling of Unit Tests for Code Reward Modeling ACL 2025 Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation NAACL 2025 EpiCoder: Encompassing Diversity and Complexity in Code Generation ICML 2025 EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking EMNLP 2025 ETF: An Entity Tracing Framework for Hallucination Detection in Code Summaries ACL 2025 ExeCoder: Empowering Large Language Models with Executability Representation for Code Translation EMNLP 2025 FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025 FLOW-BENCH: Towards Conversational Generation of Enterprise Workflows EMNLP 2025 From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents ACL 2025 FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation EMNLP 2025 GitGoodBench: A Novel Benchmark For Evaluating Agentic Performance On Git ACL 2025 Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025 Guiding LLM-based Smart Contract Generation with Finite State Machine IJCAI 2025 Hallucinations in Code Change to Natural Language Generation: Prevalence and Evaluation of Detection Metrics IJCNLP 2025 Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation EMNLP 2025 Interactive platform for the exploration of large-scale ‘living’ systematic maps ACL 2025 IW-Bench: Evaluating Large Multimodal Models for Converting Image-to-Web ACL 2025 JSON Whisperer: Efficient JSON Editing with LLMs EMNLP 2025 KPerfIR: Towards a Open and Compiler-centric Ecosystem for GPU Kernel Performance Tooling on Modern AI Workloads OSDI 2025 Large Language Models as Realistic Microservice Trace Generators EMNLP 2025