[PDF] Top 20 Dynamic Knowledge Base Alignment for Coreference Resolution

... external knowledge sources to im- prove within-document ...of knowledge sources (such as YAGO and FrameNet) into a cluster-based model whose features change as inference ... See full document

... the coreference resolution problem in a general inference-based discourse processing ...world knowledge resources for establishing unification via ...all knowledge components improve the ... See full document

... pronoun coreference resolution, where the first layer encodes contextual information and the sec- ond layer leverages external ...a knowledge attention mechanism is pro- posed to selectively leverage ... See full document

... Figure 4 shows the seven general knowledge sources (KSs) that represent features commonly used for corefer- ence resolution. The gender, number, and scoping KSs eliminate candidates from consideration. The ... See full document

... our knowledge, the previous work that has been conducted on the subject describes only two approaches to Chinese noun phrase coreference resolution, with both of them being supervised ...like ... See full document

... This paper presents a robust system for the automatic extraction of bio-molecular events from scientific texts. Event extraction pro- vides information in the understanding of physiological and pathogenesis mechanisms. ... See full document

... entity coreference chains provides a means to extract linked narrative events from clinical notes, but despite being a well-researched topic in natural language processing, general-purpose coreference tools ... See full document

... with knowledge bases in major languages, for example, ...that coreference resolution is a complex ...noun resolution and Ellipsis Resolution, as we ob- served in the error analysis ... See full document

... of coreference-annotated data the par- ticipants can use for ...German/Russian coreference data and use it to train a Ger- man/Russian coreference resolver, or adopt a heuristic-based approach where ... See full document

... phenomena. Resolution of pronouns and zero pronouns with grammatical roles other than subject are based on the obliqueness hierarchy and closeness to the ... See full document

... A natural question is: what kind of world knowl- edge can we extract from annotated data? We may gather the knowledge that Barack Obama is a U.S. president if we see these two NPs appearing in the same ... 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

... We built a coreference resolution system based on the cluster-ranking algorithm proposed by Rahman and Ng (2009). During document processing main- tains a list of clusters of coreferring mentions which are ... See full document

... entity coreference resolution (Lee et ...entity coreference resolution (Lee et ...event coreference resolution (Lu and Ng, 2017), and iterative information propagation (Liu et ... See full document

... unrestricted coreference resolution that explores two key modeling techniques: latent coreference trees and automatic entropy-guided feature ...unrestricted coreference CoNLL-2012 Shared Task ... See full document

... is that the training set for the classifier is biased to- wards not assuming coreference since the majority of mention pairs does not have a coreference rela- tion. Thus filtering out non-agreeing mention ... See full document

... a coreference resolution approach that like Raghunathan et ...up coreference clusters as it goes and uses the information from these clusters in the form of features to make later ... See full document

... 3) Although each event mention is represented as a feature-rich linguistic object, there is no guarantee that all the features that describe event mentions have a positive impact for the task of event coreference. ... See full document

... in coreference resolution is to capture properties of entity clusters, and use those in the resolution ...ence resolution task, improving average F1 by ... See full document