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GENTILE Niccolo

Main Referenced Co-authors
LI, Lujun  (7)
SLEEM, Lama  (7)
STATE, Radu  (7)
BISSYANDE, Tegawendé  (3)
KLEIN, Jacques  (3)
Main Referenced Keywords
Computer Science - Computation and Language (2); BERT-based Classifier (1); Computer Science - Artificial Intelligence (1); GPT-based Evaluation (1); Large Language Models (1);
Main Referenced Disciplines
Computer science (7)
Social economics (2)
Special economic topics (health, labor, transportation...) (1)

Publications (total 10)

The most downloaded
337 downloads
LI, L., SLEEM, L., GENTILE, N., Nichil, G., & STATE, R. (13 August 2025). Exploring the Impact of Temperature on Large Language Models: Hot or Cold? Procedia Computer Science, 264, 242-251. doi:10.1016/j.procs.2025.07.135 https://hdl.handle.net/10993/65762

The most cited

36 citations (OpenAlex)

LI, L., SLEEM, L., GENTILE, N., Nichil, G., & STATE, R. (13 August 2025). Exploring the Impact of Temperature on Large Language Models: Hot or Cold? Procedia Computer Science, 264, 242-251. doi:10.1016/j.procs.2025.07.135 https://hdl.handle.net/10993/65762

SONG, Y., LI, L., LOTHRITZ, C., EZZINI, S., SLEEM, L., GENTILE, N., STATE, R., BISSYANDE, T., & KLEIN, J. (2026). Are Small Language Models the Silver Bullet to Low-Resource Languages Machine Translation? Proceedings for the Ninth Workshop on Technologies for Machine Translation of Low Resource Languages (LoResMT 2026), 1-26. doi:10.18653/v1/2026.loresmt-1.1
Peer reviewed

SLEEM, L., FRANCOIS, J., LI, L., Foucher, N., GENTILE, N., & STATE, R. (2026). NegBLEURT Forest: Leveraging Inconsistencies for Detecting Jailbreak Attacks. CCNC, 1-7. doi:10.1109/ccnc65079.2026.11366297
Peer reviewed

LI, L., SONG, Y., SLEEM, L., WANG, Y., XU, Y., LOTHRITZ, C., GENTILE, N., STATE, R., BISSYANDE, T., & KLEIN, J. (2026). Do Large Language Models Grasp The Grammar? Evidence from Grammar-Book-Guided Probing in Luxembourgish. LREC.
Peer reviewed

LI, L., SLEEM, L., WANG, Y., XU, Y., GENTILE, N., & STATE, R. (2026). Uncovering Zero-Shot Generalization Gaps in Time-Series Foundation Models Using Real-World Videos. AI4TS @ AAAI 2026.
Peer reviewed

LI, L., SLEEM, L., GENTILE, N., Nichil, G., & STATE, R. (13 August 2025). Exploring the Impact of Temperature on Large Language Models: Hot or Cold? Procedia Computer Science, 264, 242-251. doi:10.1016/j.procs.2025.07.135
Peer reviewed

LI, L., SLEEM, L., GENTILE, N., Nichil, G., & STATE, R. (01 August 2025). Small Language Models in the Real World: Insights from Industrial Text Classification [Paper presentation]. The 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025). doi:10.18653/v1/2025.acl-industry.68
Peer reviewed

GENTILE, N., Bia, M., Clark, A. E., D'AMBROSIO, C., & TKATCHENKO, A. (25 March 2025). What Makes a Satisfying Life? Prediction and Interpretation with Machine‐Learning Algorithms. Review of Income and Wealth, 71 (2). doi:10.1111/roiw.70003
Peer Reviewed verified by ORBi

Oparina, E., Kaiser, C., GENTILE, N., TKATCHENKO, A., Clark, A. E., De Neve, J.-E., & D'AMBROSIO, C. (10 January 2025). Machine learning in the prediction of human wellbeing. Scientific Reports, 15 (1), 1632. doi:10.1038/s41598-024-84137-1
Peer Reviewed verified by ORBi

SONG, Y., LI, L., LOTHRITZ, C., EZZINI, S., SLEEM, L., GENTILE, N., STATE, R., BISSYANDE, T., & KLEIN, J. (2025). Is Small Language Model the Silver Bullet to Low-Resource Languages Machine Translation? LoResMT @ EACL. doi:10.48550/arXiv.2503.24102
Peer reviewed

GENTILE, N. (2022). Essays on the Economics of Wellbeing and Machine Learning [Doctoral thesis, Unilu - University of Luxembourg]. ORBilu-University of Luxembourg. https://orbilu.uni.lu/handle/10993/52442

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