Knowledge Corpus

Knowledge corpora are vast collections of structured and unstructured data serving as the foundation for advanced information retrieval and reasoning tasks. Current research focuses on efficiently querying these corpora using large language models (LLMs) and novel query languages, developing methods for semantic search and query-focused summarization that overcome limitations of traditional approaches. This work is significant because it enables more accurate and efficient information access across diverse applications, ranging from fact-checking and search engines to complex scientific analysis.