Mention Detection for Coreference Resolution in Polish. Development of the Formal Grammar
نویسندگان
چکیده
منابع مشابه
Multilingual Mention Detection for Coreference Resolution
This paper proposes a novel algorithm for multilingual mention detection: we extract mentions from parse trees via kernelbased SVM learning. Our approach allows for straightforward mention detection for any language where (not necessary perfect) parsing resources are available, without any complex language-specific rule engineering. We also investigate possibilities for incorporating automatica...
متن کاملMachine Learning for Mention Head Detection in Multilingual Coreference Resolution
This work introduces a machine learning approach to the identification of mention heads needed for multilingual coreference resolution (MCR). We evaluate the method and compare it to a heuristic baseline and a rule-based approach, which are widely used in coreference resolution systems. We use the CoNLL-2012 shared task data sets, which include data for Arabic, Chinese, and English. We show tha...
متن کاملA Joint Framework for Coreference Resolution and Mention Head Detection
In coreference resolution, a fair amount of research treats mention detection as a preprocessed step and focuses on developing algorithms for clustering coreferred mentions. However, there are significant gaps between the performance on gold mentions and the performance on the real problem, when mentions are predicted from raw text via an imperfect Mention Detection (MD) module. Motivated by th...
متن کاملDetection of Nested Mentions for Coreference Resolution in Polish
This paper describes the results of creating a shallow grammar of Polish capable of detecting multi-level nested nominal phrases, intended to be used as mentions in coreference resolution tasks. The work is based on existing grammar developed for the National Corpus of Polish and evaluated on manually annotated Polish Coreference Corpus.
متن کاملMention detection: First steps in the development of a Basque coreference resolution system
This paper presents the first steps in the development of a Basque coreference resolution system. We propose a mention detector system based on a linguistic study of the nature of mentions. The system identifies mentions that are potential candidates to be part of coreference chains in Basque written texts. The mention detector is rule-based and has been implemented using finite state technolog...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Cognitive Studies | Études cognitives
سال: 2016
ISSN: 2392-2397
DOI: 10.11649/cs.2016.012