Code generation using Large Language Models (LLMs) has emerged as a critical research area, but generating accurate …
Tag:
LLMs
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Researchers from Intel and Salesforce Propose SynthKG: A Multi-Step Document-Level Ontology-Free Knowledge Graphs Synthesis Workflow based on LLMs
by Techaiappby Techaiapp 6 minutes readKnowledge Graph (KG) synthesis is gaining traction in artificial intelligence research because it can construct structured knowledge …
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UC Berkeley Researchers Propose DocETL: A Declarative System that Optimizes Complex Document Processing Tasks using LLMs
by Techaiappby Techaiapp 4 minutes readLarge Language Models (LLMs) have gained significant attention in data management, with applications spanning data integration, database …
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This AI Research from Cohere for AI Compares Merging vs Data Mixing as a Recipe for Building High-Performant Aligned LLMs
by Techaiappby Techaiapp 5 minutes readLarge language models (LLMs) have revolutionized the field of artificial intelligence by performing a wide range of …
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Nvidia AI Introduces the Normalized Transformer (nGPT): A Hypersphere-based Transformer Achieving 4-20x Faster Training and Improved Stability for LLMs
by Techaiappby Techaiapp 4 minutes readThe rise of Transformer-based models has significantly advanced the field of natural language processing. However, the training …
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Graph-Constrained Reasoning (GCR): A Novel AI Framework that Bridges Structured Knowledge in Knowledge Graphs with Unstructured Reasoning in LLMs
by Techaiappby Techaiapp 3 minutes readLarge language models (LLMs) have demonstrated significant reasoning capabilities, yet they face issues like hallucinations and the …
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NVIDIA Researchers Introduce Order-Preserving Retrieval-Augmented Generation (OP-RAG) for Enhanced Long-Context Question Answering with Large Language Models (LLMs)
by Techaiappby Techaiapp 4 minutes readRetrieval-augmented generation (RAG), a technique that enhances the efficiency of large language models (LLMs) in handling extensive …
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LLMs develop their own understanding of reality as their language abilities improve | MIT News
by Techaiappby Techaiapp 7 minutes readAsk a large language model (LLM) like GPT-4 to smell a rain-soaked campsite, and it’ll politely decline. …
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NVIDIA Researchers Introduce Order-Preserving Retrieval-Augmented Generation (OP-RAG) for Enhanced Long-Context Question Answering with Large Language Models (LLMs)
by Techaiappby Techaiapp 4 minutes readRetrieval-augmented generation (RAG), a technique that enhances the efficiency of large language models (LLMs) in handling extensive …
