Coreference Information

Coreference information, the identification of textual mentions referring to the same real-world entity, is crucial for natural language understanding, particularly in complex contexts like long documents and dialogues. Current research focuses on improving coreference resolution across diverse languages and domains, employing techniques like multi-stage and single-stage models, often leveraging pre-trained language models and incorporating external knowledge bases or visual information to enhance accuracy. These advancements are significant for improving question answering, information retrieval, and other NLP tasks, as well as for applications in areas like analyzing media bias and literary texts.