Posts by Anthony Alcaraz

[ad_1] Graph neural networks (GNNs) and large language models (LLMs) have emerged as two major branches of artificial intelligence, achieving immense success in learning from graph-structured and natural language data…

[ad_1] When LLMs are used to evaluate qualities like the correctness, accuracy, or relevance of a piece of text, consistency is paramount. If an LLM exhibits inconsistent judgements, then its…

[ad_1] Large language models (LLMs) demonstrated impressive few-shot learning capabilities, rapidly adapting to new tasks with just a handful of examples.However, despite their advances, LLMs still face limitations in complex…

[ad_1] Retrieval Augmented Generation (RAG) has revolutionized open-domain question answering, enabling systems to produce human-like responses to a wide array of queries. At the heart of RAG lies a retrieval…