Ansgar Scherp
- Bag-of-Words vs. Graph vs. Sequence in Text Classification: Questioning the Necessity of Text-Graphs and the Surprising Strength of a Wide MLP
2021/09/08 by Lukas Galke, Galke, Lukas, Ansgar Scherp +1 · 3 citations
Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Advanced Text Analysis Techniques
- Isotropy Matters: Soft-ZCA Whitening of Embeddings for Semantic Code Search
2024/11/26 by Andor Diera, Lukas Galke, Diera, Andor +3 · 1 citation
Computer Science · Engineering · Materials Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Modular Robots and Swarm Intelligence #Software Engineering Research
- GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding
2023/11/16 by Andor Diera, Abdelhalim Hafedh Dahou, Diera, Andor +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling