💻 Software

19 papers · the most cited first · all shelves

Software is a subfield of Computer Science in the OpenAlex classification of science. The topics most of its papers here are on: «Software Testing and Debugging Techniques», «Model-Driven Software Engineering Techniques».

📄 Papers

1. Explaining and Harnessing Adversarial ExamplesIan J. Goodfellow, Jonathon Shlens, Christian Szegedy2014 · 8,430 citations
2. A Unified Approach to Interpreting Model PredictionsScott Lundberg, Su-In Lee2017 · 8,086 citations
3. Towards A Rigorous Science of Interpretable Machine LearningFinale Doshi-Velez, Been Kim2017 · 3,202 citations
4. Learning Important Features Through Propagating Activation DifferencesAvanti Shrikumar, Peyton Greenside, Anshul Kundaje2017 · 2,377 citations
5. Understanding Black-box Predictions via Influence FunctionsPang Wei Koh, Percy Liang2017 · 1,478 citations
6. "Why Should I Trust You?": Explaining the Predictions of Any ClassifierMarco Tulio Ribeiro, Sameer Singh, Carlos Guestrin2016 · 1,148 citations
7. Black-box Generation of Adversarial Text Sequences to Evade Deep Learning ClassifiersJi Gao, Jack Lanchantin, Mary Lou Soffa, et al.2018 · 836 citations
8. Is Your Code Generated by ChatGPT Really Correct? Rigorous Evaluation of Large Language Models for Code GenerationJiawei Liu, Chunqiu Steven Xia, Yuyao Wang, et al.2023 · 632 citations
9. SWE-bench: Can Language Models Resolve Real-World GitHub Issues?Carlos E. Jimenez, John Yang, Alexander Wettig, et al.2024 · 617 citations
10. WebArena: A Realistic Web Environment for Building Autonomous AgentsShuyan Zhou, Frank F. Xu, Hao Zhu, et al.2023 · 371 citations
11. HotFlip: White-Box Adversarial Examples for Text ClassificationJavid Ebrahimi, Anyi Rao, Daniel Lowd, et al.2018 · 357 citations
12. Word-level Textual Adversarial Attacking as Combinatorial OptimizationYuan Zang, Fanchao Qi, Chenghao Yang, et al.2020 · 338 citations
13. TIES-Merging: Resolving Interference When Merging ModelsPrateek Yadav, Derek Tam, Leshem Choshen, et al.2023 · 306 citations
14. BigCodeBench: Benchmarking Code Generation with Diverse Function Calls and Complex InstructionsTerry Yue Zhuo, Minh Chien Vu, Jenny Chim, et al.2024 · 163 citations
15. GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak PromptsJiahao Yu, Xingwei Lin, Zheng Yu, et al.2023 · 162 citations
16. SeeClick: Harnessing GUI Grounding for Advanced Visual GUI AgentsKanzhi Cheng, Qiushi Sun, Yougang Chu, et al.2024 · 125 citations
17. UI-TARS: Pioneering Automated GUI Interaction with Native AgentsYujia Qin, Yining Ye, Junjie Fang, et al.2025 · 101 citations
18. Holistic Regression Testing for High-Quality MT: Some Methodological and Technological ReflectionsStephan Oepen, Helge Dyvik, Dan Flickinger, et al.2005 · 1 citation
19. Diagnosing Translated Benchmarks: An Automated Quality Assurance Study of the EU20 Benchmark SuiteKlaudia Thellmann, Bernhard Stadler, Michael Färber2026

Updated 23 October 2026

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