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Introduction to the CoNLL-2003 Shared Task: Language-Independent Named Entity Recognition
Erik F. Tjong Kim Sang, Fien De Meulder
We describe the CoNLL-2003 shared task: language-independent named entity recognition. We give background information on the data sets (English and German) and the evaluation metho…
Introduction to the CoNLL-2002 Shared Task: Language-Independent Named Entity Recognition
Erik F. Tjong Kim Sang
We describe the CoNLL-2002 shared task: language-independent named entity recognition. We give background information on the data sets and the evaluation method, present a general…
Combining a self-organising map with memory-based learning
James Hammerton, Erik F. Tjong Kim Sang
Memory-based learning (MBL) has enjoyed considerable success in corpus-based natural language processing (NLP) tasks and is thus a reliable method of getting a high-level of perfor…
Learning Computational Grammars
John Nerbonne, Anja Belz, Nicola Cancedda +7
This paper reports on the "Learning Computational Grammars" (LCG) project, a postdoc network devoted to studying the application of machine learning techniques to grammars suitable…
Introduction to the CoNLL-2001 Shared Task: Clause Identification
Erik F. Tjong Kim Sang, Herve Dejean
We describe the CoNLL-2001 shared task: dividing text into clauses. We give background information on the data sets, present a general overview of the systems that have taken part…
Introduction to the CoNLL-2000 Shared Task: Chunking
Erik F. Tjong Kim Sang, Sabine Buchholz
We describe the CoNLL-2000 shared task: dividing text into syntactically related non-overlapping groups of words, so-called text chunking. We give background information on the dat…