H. A., Yaden, D. B., Sedoc, J., Derubeis, R. J., Willer, R., & Eichstaedt, J. C. (2023). Large Language Models Could Change the Future of Behavioral Healthcare: A Proposal for Responsible Development and Evaluation. PsyArXiv preprint.https://doi.org/10.31234/osf.io/cuzvr ...
Model Training / 模型训 Evaluation and Fine-Tuning / 评估与微调 LLM 的工作原理 Tokenization / 分词 Embedding / 嵌入 Attention / 注意力机制 Pre-training / 预训练 Transfer Learning / 迁移学习 LLM 的应用案例 Chatbots and Virtual Assistants / 聊天机器人和虚拟助手 Sentiment Analysis / 情感分析 Text...
Context-Specific Evaluation When deploying LLMs in education, for instance, developers meticulously examine the age-appropriateness of the model’s responses, as well as their propensity to avoid toxic outputs. Similarly, consumer-facing applications may prioritize response relevance and the capacity of ...
As technology continues to advance, there is a growing interest in exploring the potential of generative agents and large language model (LLM)-powered virtual students to revolutionize the field of education. In this work, we present Evelyn AI, a LLM-powered virtual student conversation agent that...
校招生想问一下，放弃头部互联网大厂的大模型应用岗位，去头部大模型初创公司做大模型的评测工作算是蓝海吗
development of personalized adaptation in artificial intelligence; Shao et al. [24] proposed that the application of AI technology in education should adhere to a people-oriented concept, further promoting the integration of personalization into education; Martínez-Miranda et al. [25] elucidated the ...
A Survey on Evaluation of Large Language Models, arXiv 2023.07 [Paper] [GitHub] Baby steps in evaluating the capacities of large language models, arXiv 2023.06 [Paper] Societal Issues A Survey on Fairness in Large Language Models, arXiv 2023.08 [Paper] ...
Looking ahead, the future of LLM Leaderboards will likely involve more nuanced evaluation criteria that consider ethical considerations, such as bias and fairness, alongside traditional performance metrics. This evolution will ensure that as AI continues to advance, it does so in a way that is both...
and TOEFL score(s) one time, and LSAC will arrange for your documents to be forwarded to all the law schools to which you wish to apply. Internationally-educated students are strongly encouraged to register for LSAC's International Transcript Authentication and Evaluation Service. For an additional...
Evaluation_of_Fine_Tuned_Large_Language_Models_for_ILENIA.ipynb: Evaluation of fine-tuned models in theILENIAframework, including Aguila7B and Latxa projects. 🌐 Fine-Tuning TinyLLAMA with PPO for RLHF: Avoidance of Harmful or Offensive Language 🛡️🔄 ...