Developing effective multi-modal AI systems for real-world applications requires handling diverse tasks such as fine-grained recognition, visual …
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Salesforce
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TECH AI APP
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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Salesforce AI Research Introduces a Novel Evaluation Framework for Retrieval-Augmented Generation (RAG) Systems based on Sub-Question Coverage
by Techaiappby Techaiapp 6 minutes readRetrieval-augmented generation (RAG) systems blend retrieval and generation processes to address the complexities of answering open-ended, multi-dimensional …
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Salesforce AI Research Propose Programmatic VLM Evaluation (PROVE): A New Benchmarking Paradigm for Evaluating VLM Responses to Open-Ended Queries
by Techaiappby Techaiapp 4 minutes readVision-Language Models (VLMs) are increasingly used for generating responses to queries about visual content. Despite their progress, …
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Salesforce AI Introduces ReGenesis: A Novel AI Approach to Improving Large Language Model Reasoning Capabilities
by Techaiappby Techaiapp 5 minutes readLarge language models (LLMs) have revolutionized how machines process and generate human language, but their ability to …
