Enhancing large language models for text-to-testcase generation

Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics

DROPS (Schloss Dagstuhl – Leibniz Center for Informatics) · 2023 · 14.2K citations · Full text

Computing, Computer Science, Computational Linguistics +13

Evaluating Large Language Models Trained on Code

arXiv (Cornell University) · 2021 · 1.4K citations · Full text

Computing, Computer Science, Natural Language Processing +8

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation

Yue Wang, Weishi Wang, Shafiq Joty et al. · Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · 2021 · 1.3K citations · Full text

Computing, Computer Science, Computational Linguistics +13

Emergent Abilities of Large Language Models

Yi Tay, Rishi Bommasani, Colin Raffel et al. · arXiv (Cornell University) · 2022 · 1K citations · Full text

Computing, Computer Science, Computational Linguistics +11

Hyperparameter optimization: Foundations, algorithms, best practices, and open challenges

Bernd Bischl, Martin Binder, Michel Lang et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2023 · 809 citations · Full text

Computing, Computer Science, Algorithms +14