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567 directly classified papers
Papers per year
2007: 3
2009: 4
2010: 3
2011: 3
2012: 1
2013: 2
2015: 1
2016: 7
2017: 17
2018: 21
2019: 46
2020: 51
2021: 60
2022: 64
2023: 65
2024: 88
2025: 131
Papers
From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions
EMNLP 2023
Test Coverage for Network Configurations
NSDI 2023
Data Augmentation for Code Translation with Comparable Corpora and Multiple References
EMNLP 2023
Evaluating and Enhancing the Robustness of Code Pre-trained Models through Structure-Aware Adversarial Samples Generation
EMNLP 2023
Coder Reviewer Reranking for Code Generation
ICML 2023
CP-BCS: Binary Code Summarization Guided by Control Flow Graph and Pseudo Code
EMNLP 2023
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
NIPS 2023
BubbleML: A Multiphase Multiphysics Dataset and Benchmarks for Machine Learning
NIPS 2023
The Grand Illusion: The Myth of Software Portability and Implications for ML Progress.
NIPS 2023
Multilingual Code Snippets Training for Program Translation
AAAI 2022
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization
ACL 2022
RNSum: A Large-Scale Dataset for Automatic Release Note Generation via Commit Logs Summarization
ACL 2022
Benchmarking Language Models for Code Syntax Understanding
EMNLP 2022
DoTAT: A Domain-oriented Text Annotation Tool
ACL 2022
UKP-SQUARE: An Online Platform for Question Answering Research
ACL 2022
Compilable Neural Code Generation with Compiler Feedback
ACL 2022
UPGRADVISOR: Early Adopting Dependency Updates Using Hybrid Program Analysis and Hardware Tracing
OSDI 2022
Reproducibility in Computational Linguistics: Is Source Code Enough?
EMNLP 2022
CodeExp: Explanatory Code Document Generation
EMNLP 2022
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation
EMNLP 2022
Code Generation From Flowcharts with Texts: A Benchmark Dataset and An Approach
EMNLP 2022
Addressing Leakage in Self-Supervised Contextualized Code Retrieval
COLING 2022
Repo4QA: Answering Coding Questions via Dense Retrieval on GitHub Repositories
COLING 2022
Semantic-Preserving Adversarial Code Comprehension
COLING 2022
CS1QA: A Dataset for Assisting Code-based Question Answering in an Introductory Programming Course
NAACL 2022
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