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[PDF][PDF] Retrieval-augmented generation for large language models: A survey
Y Gao, Y ** of specialized metabolite terms onto a plant phylogeny using text mining and large language models
L Busta, D Hall, B Johnson, M Schaut… - The Plant …, 2024 - Wiley Online Library
Plants produce a staggering array of chemicals that are the basis for organismal function
and important human nutrients and medicines. However, it is poorly defined how these …
and important human nutrients and medicines. However, it is poorly defined how these …
Uda: A benchmark suite for retrieval augmented generation in real-world document analysis
The use of Retrieval-Augmented Generation (RAG) has improved Large Language Models
(LLMs) in collaborating with external data, yet significant challenges exist in real-world …
(LLMs) in collaborating with external data, yet significant challenges exist in real-world …
Building A Coding Assistant via the Retrieval-Augmented Language Model
Pretrained language models have shown strong effectiveness in code-related tasks, such as
code retrieval, code generation, code summarization, and code completion tasks. In this …
code retrieval, code generation, code summarization, and code completion tasks. In this …
Tool Calling: Enhancing Medication Consultation via Retrieval-Augmented Large Language Models
Large-scale language models (LLMs) have achieved remarkable success across various
language tasks but suffer from hallucinations and temporal misalignment. To mitigate these …
language tasks but suffer from hallucinations and temporal misalignment. To mitigate these …
Embodied AI-guided interactive digital teachers for education
Traditional education is considered incapable of providing prompt feedback, facilitating
proactive learning, and giving indiscriminate responses. This has been observed in both in …
proactive learning, and giving indiscriminate responses. This has been observed in both in …