Koller, Alexander

Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data

Bender, E. M., & Koller, A. (2020) · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics

Natural Language Processing TechniquesTopic Modeling

Cited by 1,082

LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks

Bavaresco, A., Bernardi, R., Bertolazzi, L., Elliott, D., Fernández, R., Gatt, A., Ghaleb, E., Giulianelli, M., Hanna, M., Koller, A., et al. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 10

Learning Program Behavioral Models from Synthesized Input–Output Pairs

Mammadov, T., Klakow, D., Koller, A., & Zeller, A. (2026) · ACM Transactions on Software Engineering and Methodology

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 5

We're Afraid Language Models Aren't Modeling Ambiguity

Liu, A., Wu, Z., Michael, J., Suhr, A., West, P., Koller, A., Swayamdipta, S., Smith, N. A., & Choi, Y. (2023) · arXiv

Natural Language Processing TechniquesTopic Modeling

Cited by 3

Learning Program Behavioral Models from Synthesized Input-Output Pairs

Mammadov, T., Klakow, D., Koller, A., & Zeller, A. (2024) · arXiv

Software Engineering ResearchSoftware Testing and Debugging Techniques

Cited by 0