[PDF] Top 20 Knowledge-based Coreference Resolution for Hungarian

... in Hungarian is often the hypernym of the first component, such as in English a grand piano is a kind of a ...of coreference resolution, we plan to incorporate rules to acknowledge coreference ... See full document

... modelling coreference. Our system is based on a cluster-ranking model proposed by Rahman and Ng (2009), with novel semantic features based on recent re- search on narrative event schema (Chambers and ... See full document

... the coreference resolution problem in a general inference-based discourse processing ...abduction based on Integer Linear ...world knowledge resources for establishing unification via ... See full document

... Coreference resolution systems can benefit greatly from inclusion of global context, and a number of recent approaches have demonstrated improvements when precom- puting an alignment to external ... See full document

... to coreference resolution in clinical ...a knowledge-based system using the MetaMap Transfer (MMTx) application and the Unified Medical Language System (UMLS) to resolve definite descriptors ... See full document

... Coreference resolution is a fundamental requirement for effective reading and assembly, as it is crucial for decid- ing which spans of text refer to the same entity in the real world, which can have such ... See full document

... as knowledge base creation, knowledge discov- ...learning based approach has been used for the event extrac- ...and coreference resolution module, developed as part of this ... See full document

... a Hungarian corpus in which coreference relations are manually ...of Hungarian with manual annotation at several linguistic ...learning based coreference resolution systems, ... See full document

... pronoun based on the contextual in- formation learned by neural ...a knowledge attention module to focus on appropriate knowledge based on the given ...nal knowledge as rules or ... See full document

... general knowledge sources (KSs) that represent features commonly used for corefer- ence ...are based on the anaphor type: for reflexive pronouns the scope is the current clause, for relative pro- nouns it ... See full document

... Finally, some phenomena are still not covered by our fea- ture set. For example, we do not account for quantitative constructions (such as the link between ”three-month daily average” and “88,700 shares” in our CD Radio ... See full document

... to coreference resolu- tion, especially in light of the fact that they have re- cently started to rival their supervised ...the knowledge acquisition ...employ knowledge of the target language to ... See full document

... phrase coreference resolution are not easily transferred to the ...NP coreference resolution is currently ...NP coreference resolution is a topic where even more work remains to ... See full document

... To extract NPs from the ACE-annotated docu- ments, we train a mention extractor on the train- ing texts (see Section 5.1 of Rahman and Ng (2009) for details), which recalls 83.6% of the NPs in the test set. On the other ... See full document

... pronoun coreference requires knowledge support, especially for particular domains ...of knowledge to better resolve pronoun coreference with a neural ...incorporate knowledge in the ... See full document

... capture coreference links sig- naled by a single feature (for example, two parts of the cop- ula construction are coreferent, even if they seem to have incompatible properties) The main disadvantage of Ripper is ... See full document

... be based, even though par- tially, on the number of expressions the coreference chains have in ...a coreference chain do not contribute in the same way to the identification of the referent, we ... See full document

... • Non-noun referential: pronouns that refer to a verb phrase, sentence, or implicit concept. E.g. “John told Mary they should buy a car.” If we construct them na¨ıvely, the candidate lists for these pronouns will be ... See full document

... From all synsets, a static list of 16,771 sets of synonyms has been created and integrated in the coreference resolution system. Using the syn- onyms’ static list, the Synonymy sieve considers two mentions ... See full document

... a coreference resolution system for CONLL 2012 shared task developed by HLT_HITSZ group, which incorporates rule-based and statistic-based ...performs coreference resolution ... See full document