Use of Co-occurrences for temporal expressions annotation

• Autor(es): Craveiro, Olga ; Macedo, Joaquim ; Madeira, Henrique
• Data: 2009
• Identificador Persistente: http://hdl.handle.net/1822/18919
• Origem: RepositóriUM - Universidade do Minho
• Assunto(s): Temporal information Extraction; Portuguese language Processing; Information retrieval
• Tipo de Documento: Artigo
• Idioma: Inglês

Descrição

The annotation or extraction of temporal information from text documents is becoming increasingly important in many natural language processing applications such as text summarization, information retrieval, question answering, etc.. This paper presents an original method for easy recognition of temporal expressions in text documents. The method creates semantically classified temporal patterns, using word co-occurrences obtained from training corpora and a pre-defined seed keywords set, derived from the used language temporal references. A participation on a Portuguese named entity evaluation contest showed promising effectiveness and efficiency results. This approach can be adapted to recognize other type of expressions or languages, within other contexts, by defining the suitable word sets and training corpora.