This repository collects papers on scientific large language models, particularly in the domains of biology and chemistry.
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💥 [2024/07] We have updated our survey paper by incorporating the latest related works. Please refer to the revised version on arXiv.
💥 [2024/01] Our survey paper 'Scientific Large Language Models: A Survey on Biological & Chemical Domains' has been released on arXiv.
In this survey, we focus on scientific languages (i.e., textual, molecular, protein and genomic languages), as well as their combination (i.e., multimodal language).
2019.04
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission, arXiv, Code2022.02
GatorTron: A Large Clinical Language Model to Unlock Patient Information from Unstructured Electronic Health Records, arXiv, Model2022.12
BioMedLM, .stanford.edu, huggingface2023.05
A Study of Generative Large Language Model for Medical Research and Healthcare (GatorTronGPT), arXiv, Code2023.11
MEDITRON-70B: Scaling Medical Pretraining for Large Language Models, arXiv, Code2024.03
Small Language Models Learn Enhanced Reasoning Skills from Medical Textbooks (Meerkat), arXiv2023.06
ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation, arXiv2023.10
Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model, arXiv, Code2023.03
ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge, arXiv, Code2023.04
HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge, arXiv, Code2023.05
HuatuoGPT, towards Taming Language Model to Be a Doctor, arXiv, Code2023.04
Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data, arXiv, Code2023.08
Zhongjing: Enhancing the Chinese Medical Capabilities of Large Language Model through Expert Feedback and Real-world Multi-turn Dialogue, arXiv, Code2023.04
PMC-LLaMA: Towards Building Open-source Language Models for Medicine, arXiv, Code2023.09
CPLLM: Clinical Prediction with Large Language Models, arXiv, Code2023.05
Towards Expert-Level Medical Question Answering with Large Language Models(Med-PaLM 2), Google Research, arXiv2023.05
Clinical Camel: An Open Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding, arXivCode2023.04
DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task, arXiv, Code2023.10
BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT, arXiv, Code2024.01
Medical mT5: An Open-Source Multilingual Text-to-Text LLM for The Medical Domain, arXiv2024.02
Me LLaMA: Foundation Large Language Models for Medical Applications, arXiv, Code2024.02
BiMediX: Bilingual Medical Mixture of Experts LLM, arXiv, Code, Hugging Face2019.04
BioELMo: Probing Biomedical Embeddings from Language Models, arXiv, Code2019.05
BioBERT: a pre-trained biomedical language representation model for biomedical text mining, arXiv, Code2019.07
Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets, arXiv, Code2020.10
BioMegatron: Larger Biomedical Domain Language Model, arXiv, Code2020.10
Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing, arXiv, Hugging Face2021.06
BioM-Transformers: Building Large Biomedical Language Models with BERT, ALBERT and ELECTRA, ACL Anthology, Code2022.03
LinkBERT: Pretraining Language Models with Document Links, arXiv, Code2023.03
BioGPT: Generative Pre-trained Transformer for Biomedical Text Generation and Mining, arXiv, Code2023.08
BioMedGPT: Open Multimodal Generative Pre-trained Transformer for BioMedicine, arXiv, Code2023.09
BioinspiredLLM: Conversational Large Language Model for the Mechanics of Biological and Bio-Inspired Materials, arXiv2024.02
BioMistral: BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains, arXiv, Code2021.06
Automated Chemical Reaction Extraction from Scientific Literature. Journal of Chemical Information and Modeling, Code2021.09
MatSciBERT: A materials domain language model for text mining and information extraction, npj Computational Materials, Code2022.09
A general-purpose material property data extraction pipeline from large polymer corpora using natural language processing, npj Computational Materials, Hugging Face2024.01
ChemDFM: Dialogue Foundation Model for Chemistry, arXiv, Model2024.02
ChemLLM: A Chemical Large Language Model, arXiv, Model2024.02
LlaSMol: Advancing Large Language Models for Chemistry with a Large-Scale, Comprehensive, High-Quality Instruction Tuning Dataset, arXiv, Page, Model, Dataset2024.02
PharmaGPT: Domain-Specific Large Language Models for Bio-Pharmaceutical and Chemistry, arXiv2019.09
SciBERT: A Pretrained Language Model for Scientific Text, arXiv, Code2023.05
The Diminishing Returns of Masked Language Models to Science, arXiv, Hugging Face2023.08
DARWIN Series: Domain Specific Large Language Models for Natural Science, arXiv, Code2024.01
SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning, arXiv, GitHub2024.03
Uni-SMART: Universal Science Multimodal Analysis and Research Transformer, arXiv2024.05
INDUS: Effective and Efficient Language Models for Scientific Applications,arXiv2016.05
. mimic-code, Data Descriptor: MIMIC-III, a freely accessible critical care database, Scientific Data2019.04
. The eICU Collaborative Research Database, a freely available multi-center database for critical care research, Scientific Data2018.11
. Multi-Scale Attentive Interaction Networks for Chinese Medical Question Answer Selection, IEEE AccessAI小说写作助手,一站式润色、改写、扩写
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实时语音翻译/同声传译工具
Transly是一个多场景的AI大语言模型驱动的同声传译、专业翻译助手,它拥有超精准的音频识别翻译能力,几乎零延迟的使用体验和支持多国语言可以让你带它走遍全球,无论你是留学生、商务人士、韩剧美剧爱好者,还是出国游玩、多国会议、跨国追星等等,都可以满足你所有需要同传的场景需求,线上线下通用,扫除语言障碍,让全世界的语言交流不再有国界。
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