[LG] Scientific Large Language Models: A Survey on Biological & Chemical Domains http://t.cn/A6jm9tSb 大型语言模型(LLM)在提升自然语言理解方面具有变革性的力量,是人工通用智能迈进的重要一步。LLM...
The SciQA benchmark for scientific question answering aims to represent a challenging task for next-generation question-answering systems on which vanilla large language models fail. In this article, we provide an analysis of the performance of language models on this benchmark including prompting ...
Scientific Large Language Models: A Survey on Biological & Chemical Domains - GitHub - HICAI-ZJU/Scientific-LLM-Survey: Scientific Large Language Models: A Survey on Biological & Chemical Domains
We present the latest updates on ChatGPT, Bard and other competitors in the artificial intelligence arms race.
Extracting structured knowledge from scientific text remains a challenging task for machine learning models. Here, we present a simple approach to joint named entity recognition and relation extraction and demonstrate how pretrained large language models (GPT-3, Llama-2) can be fine-tuned to extract...
The TRIPOD-LLM reporting guideline for studies using large language models TRIPOD-LLM (transparent reporting of a multivariable model for individual prognosis or diagnosis–large language model) is a checklist of items considered essential for good reporting of studies that are developing or evaluating ...
Transformer-based large language models are rapidly advancing in the field of machine learning research, with applications spanning natural language, biology, chemistry, and computer programming. Extreme scaling and reinforcement learning from human feedback have significantly improved the quality of generated...
大模型事实性综述(Survey on Factuality in Large Language Models) (arxiv第三版于12.16更新) 踽踽独行悉达多 论文阅读_分类模型的可解释性 论文题目:《Why Should I Trust You? Explaining the Predictions of Any Classifier》 论文地址:简书 模型可解释性论文列表:https://github.com/oneTaken/awesome_deep_lear...
(AcademicRoBERTa) A Japanese Masked Language Model for Academic Domain COLING 2022 Workshop [Paper] [GitHub] [Model (125M)] (Galactica) Galactica: A Large Language Model for Science arXiv 2022 [Paper] (DARWIN) DARWIN Series: Domain Specific Large Language Models for Natural Science arXiv 2023...
And with the rise of large language models, open AI’s generative pre-trained transformer (GPT) has gained prominence24. Trained on extensive text datasets, these models can generate natural language and be fine-tuned for a variety of language tasks25. For example, tasks such as language ...