[PDF] Top 20 Cross Document, Cross Language Event Coreference Annotation Using Event Hoppers

... of annotation for cross-document and cross-lingual event coreference as an expansion to the Rich Entities, Relations, and Events (ERE) annotation task first defined as ... See full document

... previous event annotation efforts (Mitamura et ...EN annotation (which included the creation of event hoppers) independently for each document (referred to as first pass 1 or ... See full document

... of using Linked Data and RDF to rep- resent linguistic annotations for achieving interop- erability among linguistic resources has been dis- cussed previously (Chiarcos et ...Linguistic Annotation (OLiA) ... See full document

... our annotation project is to provide human-annotated data to build a generation generation application to enhance reading comprehension for English as second language (ESL) students, as a continuous effort ... See full document

... projecting annotation budgets and timelines, and for understanding the nature and quality of the resulting data for predicting machine learning ...to cross-document linking presented in section ... See full document

... evaluating event corefer- ence resolution ...on using discourse level topic structures for event coreference ...both cross-document and in- document event ... See full document

... CV (Cybulska and Vossen, 2015a) is a super- vised method for event coreference, based on dis- crete features. They first cluster documents to top- ics, and then cluster coreferring mentions within each ... See full document

... the document it- ...of annotation range from the lexeme (segmentation, morphological analysis, part-of- speech tagging), to simple short phrases (”named entity” tagging, ”nominal entity” tagging, and ... See full document

... the cross-document identical events can be easily identified; (2) the event structures mentioned in one document can be unified with other events by using inter- and ... See full document

... with cross document coreference annotations for events, leading to its popularity (Bejan and Harabagiu, 2014; Cybulska and Vossen, 2015; Yang et ...work using the ECB+ corpus is that of Yang ... See full document

... annotate event and entity coreference across clusters of ...collaborative annotation (several annotators can work on the same clusters), and enable the linking of the annotated data to external ... See full document

... partial event coreference with conceptual event hierar- chy constructed from mention-based event ...of event trees as an additional property and implementing the metrics from the ... See full document

... A more suitable approach for solving our problem is the hierarchical Dirichlet process (HDP) model described in Teh et al. (2006). Like LDA, this model considers problems that involve groups of data, where each ... See full document

... mine event mentions where this type of entities appear from ACE training corpus, and extract all the words which trigger the events to establish corresponding trigger ... See full document

... operate cross-document instead of single-document, which requires us to resolve more conflicts and ...temporal event linking task on top of IE ...an event trigger to a structured ... See full document

... By interpolating the information in the set of the initial three association sets, the coreference becomes possible between all four association sets. In general, by interpolating from a set of the association ... See full document

... introduced event linking as the task of grounding a event men- tion (referent) to a article in a news archive that first reports it (anchor ...others. Annotation effort can be significantly reduced ... See full document

... vant event (’primary event’), the user will be di- rected to the recommendation interface (Figure 3) and can start exploring various ...primary event are displayed in the gray bar, at the far right ... See full document

... 3: Event argument and role classi- ...of event mentions (provided by Component 1) and a set of candidate arguments (provided by Compo- nent ...each event mention em, it (1) iden- tifies those ... See full document

... Natural Language Toolkit (NLTK, (Bird et ...of event descriptions in the ...for event coreference reso- lution on a news corpus such as the ECB or ...per event slot: nine grain levels ... See full document