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Software Engineering

567 directly classified papers

Papers per year

Papers

Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models ICML 2023
Relational Debugging --- Pinpointing Root Causes of Performance Problems OSDI 2023
Improving Transformer-based Program Repair Model through False Behavior Diagnosis EMNLP 2023
Scaling Up Models and Data with t5x and seqio JMLR 2023
Global Capacity Management With Flux OSDI 2023
Teaching Non-native Sound Contrasts using Visual Biofeedback INTERSPEECH 2023
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code EMNLP 2023
Intervention-Based Alignment of Code Search with Execution Feedback EMNLP 2023
CodeAttack: Code-Based Adversarial Attacks for Pre-trained Programming Language Models AAAI 2023
SQLFlow: An Extensible Toolkit Integrating DB and AI JMLR 2023
Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion AAAI 2023
Understanding HTML with Large Language Models EMNLP 2023
A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023
The Grand Illusion: The Myth of Software Portability and Implications for ML Progress. NIPS 2023
BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning NIPS 2023
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion NIPS 2023
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis NIPS 2023
Python Code Generation by Asking Clarification Questions ACL 2023
BEDD: The MineRL BASALT Evaluation and Demonstrations Dataset for Training and Benchmarking Agents that Solve Fuzzy Tasks NIPS 2023
Monitor-Guided Decoding of Code LMs with Static Analysis of Repository Context NIPS 2023
CodaLab Competitions: An Open Source Platform to Organize Scientific Challenges JMLR 2023
R-U-SURE? Uncertainty-Aware Code Suggestions By Maximizing Utility Across Random User Intents ICML 2023
Code Execution with Pre-trained Language Models ACL 2023
From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces NIPS 2023
Repair Is Nearly Generation: Multilingual Program Repair with LLMs AAAI 2023