RICHES presents a novel approach that unifies retrieval and generation by interleaving document retrieval with sequence generation tasks, eliminating the need for separate retriever and generator components in RAG …
Markov Chains: The Original Language Models Markov chains represent the foundational approach to language modeling that predates modern LLMs by decades. Understanding their mechanics reveals both the evolution of text …
LogicLease: Combining Prolog and LLMs for Legal Reasoning in Rental Law Legal AI systems face a fundamental challenge: they must process natural language while applying precise logical reasoning. Most current approaches …
