KNOWLEDGEIn this paper,we introduce the large language model and domain-specific model collaboration(LDMC)framework designed to enhance smart education.The LDMC framework leverages the comprehensive and versatile knowledge of large domain-general models,combines it with the specialized and disciplinary ...
Large language models (LLMs) like BERT are usually pre-trained on general domain corpora like Wikipedia and BookCorpus. If we apply them to more specialized domains like medical, there is often a drop in performance compared to modelsadaptedfor those domains. In this article, we will explore ...
In this article, we present FAMILIAR a Domain-Specific Language (DSL) that is dedicated to the large scale management of feature models and that complements existing tool support. The language provides a powerful support for separating concerns in feature modeling, through the provision of ...
其核心在于训练模型区分相关和不相关信息,并利用思维链进行更清晰的推理。 《RAFT: Adapting Language Model to Domain Specific RAG》翻译与解读 Abstract Pretraining Large Language Models (LLMs) on large corpora of textual data is now a standard paradigm. When using these LLMs for many downstream applic...
Domain-specific language model pretraining for biomedical natural language processing Pretraining large neural language models, such as BERT, has led to impressive gains on many natural language processing (NLP) tasks. However, most pretraining efforts focus on genera...
原文链接: 2311.06503 (arxiv.org)Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering 大语言模型在特定领域问答中的知识偏好对齐 AbstractDeploying large language models (L…
5.1.1.5Domain-specific language The feature of metaprogramming often leads to the emergence of a “domain-specific language(DSL).” That is, designing a language for the development of a program in a particular domain. This type of language is declarative programming. It focuses on the objective...
The model is an expression in the domain-specific language, this time a modeling language; the platform is the execution platform for the system under construction; and the integration step is a code generator that transforms the model into code that executes on the platform....
The Accuracy of Domain Specific and Descriptive Analysis Generated by Large Language Models 来自 arXiv.org 喜欢 0 阅读量: 6 作者:DO Otieno,F Abri,S Siami-Namini,AS Namin 摘要: Large language models (LLMs) have attracted considerable attention as they are capable of showcasing impressive ...
Symbols in such a domain-specific modeling language (DSM language), as well as the rules about how they can be connected and used, would thus come directly from the world in which the application is to run. This is a whole level of abstraction higher than UML models. It results in a ...