Large Language Model
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Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions
Fang, L., Yu, X., Cai, J., Chen, Y., Wu, S., Liu, Z., Yang, Z., Lu, H., Gong, X., Liu, Y., Ma, T., Ruan, W., Abbasi, A., Zhang, J., Wang, T., Latif, E., Liu, W., Zhang, W., Kolouri, S., Zhai, X., Zhu, D., Zhong, W., Liu, T., & Ma,… Read MoreDec. 19, 2025
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Enhancing Code LLM Training with Programmer Attention
Zhang, Yifan, Huang, Chen, Karas, Zachary, Nguyen, Thuy Dung, Leach, Kevin, & Huang, Yu. (2025). Enhancing Code LLM Training with Programmer Attention. Proceedings of the ACM SIGSOFT Symposium on the Foundations of Software Engineering. https://doi.org/10.1145/3696630.3728510 Human attention, such as where programmers look while reading… Read MoreSep. 26, 2025
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What are the future directions for microplastics characterization? A regex-llama data mining approach for identifying emerging trends
Gomes, Fernando, Bhansali, Shekhar, da Silveira Maranhão, Fabiola, Valladão, Viviane Silva, & Velasco, Karine. (2025). “What are the future directions for microplastics characterization? A regex-llama data mining approach for identifying emerging trends.” Anais da Academia Brasileira de Ciências, 97, e20241345. https://doi.org/10.1590/0001-3765202520241345 This study presents… Read MoreAug. 25, 2025
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LLMs as educational analysts: Transforming multimodal data traces into actionable reading assessment reports
Davalos, Eduardo, Zhang, Yike, Srivastava, Namrata, Salas, Jorge Alberto, McFadden, Sara E., Cho, Sun-joo, Biswas, Gautam, & Goodwin, Amanda P. (2025). “LLMs as educational analysts: Transforming multimodal data traces into actionable reading assessment reports.” In Lecture Notes in Computer Science (Vol. 15878, pp. 191-204). https://doi.org/10.1007/978-3-031-98417-4_14… Read MoreAug. 25, 2025
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Leveraging large language models for accelerated learning and innovation in biogenic tissue-engineered vascular grafts
Gomes, S. F., Jr.; Velasco, K.; Cunha, S.; Santos, J.; Aboelkheir, M. G.; Sumini, M.; Thiré, R.; Duarte, P. C., Jr.; Andrade, A. J. P.; Díaz-Martín, R. D.; Clebis, V. H.; Bhansali, S.; Pal, K.; Maranhão, F. “Leveraging Large Language Models for Accelerated Learning and Innovation in… Read MoreMay. 21, 2025
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Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective
Ni, Bo; Wang, Yu; Cheng, Lu; Blasch, Erik; Derr, Tyler. “Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective.” Proceedings of the AAAI Conference on Artificial Intelligence 39, no. 12 (2025): 12417–12425. https://doi.org/10.1609/aaai.v39i12.33353. Recently, researchers have combined two powerful tools—Knowledge Graphs (which… Read MoreMay. 21, 2025
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Evaluating Sex and Age Biases in Multimodal Large Language Models for Skin Disease Identification from Dermatoscopic Images
Wan, Zhiyu; Guo, Yuhang; Bao, Shunxing; Wang, Qian; Malin, Bradley A. “Evaluating Sex and Age Biases in Multimodal Large Language Models for Skin Disease Identification from Dermatoscopic Images.” Health Data Science 5 (2025): 256. https://doi.org/10.34133/hds.0256. Multimodal large language models… Read MoreApr. 23, 2025
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Enhancing Physician Flexibility: Prompt-Guided Multi-class Pathological Segmentation for Diverse Outcomes
Cui, Can; Deng, Ruining; Guo, Junlin; Liu, Quan; Yao, Tianyuan; Yang, Haichun; Huo, Yuankai. “Enhancing Physician Flexibility: Prompt-Guided Multi-class Pathological Segmentation for Diverse Outcomes.” BHI 2024 – IEEE-EMBS International Conference on Biomedical and Health Informatics, Proceedings (2024). https://doi.org/10.1109/BHI62660.2024.10913563. … Read MoreApr. 23, 2025
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Large Language Model GPT-4 Compared to Endocrinologist Responses on Initial Choice of Glucose-Lowering Medication Under Conditions of Clinical Uncertainty
Flory, James H.; Ancker, Jessica S.; Kim, Scott Y. H.; Kuperman, Gilad; Petrov, Aleksandr; Vickers, Andrew. “Large Language Model GPT-4 Compared to Endocrinologist Responses on Initial Choice of Glucose-Lowering Medication Under Conditions of Clinical Uncertainty.” Diabetes Care, vol. 48, no. 2, 2025, pp. 185-192,… Read MoreFeb. 24, 2025