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Adaptive-RAG: Enhancing Large Language Models by Question-Answering Systems with Dynamic Strategy Selection for Query Complexity
In the evolving field of Retrieval-Augmented Generation (RAG), the quest for refining question-answering (QA) capabilities remain at the forefront of research. Integrating external knowledge bases with large language models (LLMs) has unlocked new avenues for...
Mini-Gemini: A Simple and Effective Artificial Intelligence Framework Enhancing multi-modality Vision Language Models (VLMs)
Vision Language Models (VLMs) emerge as a result of a unique integration of Computer Vision (CV) and Natural Language Processing (NLP). This integration seeks to mimic human-like understanding by interpreting and generating content that marries images with words,...
Researchers from the University of Washington and Meta AI Present a Simple Context-Aware Decoding (CAD) Method to Encourage the Language Model to Attend to Its Context During Generation
Language models (LMs) have proven their remarkable effectiveness in generating coherent and fluent continuations of a prompt or document prefix. In the text generation step, they mostly rely on two sources of knowledge: (1) prior knowledge, which is learned during...
7 GPTs That Are Game-Changing For Entrepreneurs
In the rapidly evolving world of artificial intelligence (AI), entrepreneurs find themselves at the forefront of innovation and efficiency. The advent of generative pre-trained transformers (GPT) has introduced a plethora of tools designed to streamline the...
This AI Paper Introduces InternLM2: An Open-Source Large Language Model LLM that Demonstrates Exceptional Performance in both Subjective and Objective Evaluations
In the ever-evolving landscape of artificial intelligence, the quest for more advanced and capable language models has been a driving force. Researchers at Shanghai AI Laboratory, SenseTime Group, The Chinese University of Hong Kong, and Fudan University have unveiled...
How to Use Prompt Engineering in ChatGPT? Key Insights and Tips
Large Language Models (LLMs) are now a crucial component of innovation, with ChatGPT being one of the most popular ones developed by OpenAI. Its ability to generate text responses resembling human-like language has become essential for various applications such as...
