Evaluation setting. We use MMLU (Hendrycks et al., 2021b), the Massive Multitask Language Understanding which comprises a diverse set of multiple-choice questions spanning various academic subjects to evaluate
As for the aspect of prescription recommendation, there are still some challenges, such as the absence of instruction-tuning datasets and inconsistent evaluation metrics. 1.3. Challenges Currently, the open-source LLaMA, ChatGLM, and the proprietary ChatGPT have all been trained on general-domain ...
Category: Academic Materials Domain: Medical Math Proof-Pile-2 2023-10 | All | EN | HG & CI | Paper | Github | Dataset | Website Publisher: Princeton University et al. Size: 55 B Tokens License: - Source: ArXiv, OpenWebMath, AlgebraicStack Category: Multi Domain: Mathematics MathPile...
2.1Databases and timeframe The literature search was conducted using three academic databases:ArxivandScienceDirect,because these databases aggregate articles from a wide variety of scientific journals, offering broad and diverse coverage. Their selection ensures access to multidisciplinary research, enabling ...
He is also an active member of the Board of Advisors for entities, including commercial companies like Falkonry and academic institutions such as the Center for Human-Machine Partnership at GMU. Kevin Keenan has more than 15 years of experience in the application of statistics, data analytics, ...
However, different evaluation metrics are known to produce different results for different application contexts (Doewes et al., 2023) and thus, accuracy might not be the only relevant performance indicator in a specific use-case. More research is needed to understand the implications of using ...
This pattern highlights the balance between the need for rapid dissemination through preprint servers and the importance of publishing in established academic journals (See Figure 6). Figure 5. Publication frequency normalized per month. For 2024, we only considered the first three months. Figure 6...