[PDF] Top 20 Revisiting the Evaluation for Cross Document Event Coreference
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Revisiting the Evaluation for Cross Document Event Coreference
... Accurate evaluation and high-quality annotations are crucial to our ability to measure progress in any ...different evaluation approaches, making several implicit assumptions, which simplify the ... See full document
10
Semantic Interoperability for Cross lingual and cross document Event Detection
... and cross-document and cross-lingual event ...coreference. Cross-document event coreference so far has been addressed as a task, in which event ... See full document
9
Revisiting Joint Modeling of Cross document Entity and Event Coreference Resolution
... A different setup was carried out by Yang et al. (2015) and Choubey and Huang (2017). They used the full ECB+ corpus, including parts with known annotation errors. At test time, they rely on the output of a mention ... See full document
11
“Making the News”: Identifying Noteworthy Events in News Articles
... detection, document summarization and event coreference, and to many applications of event analysis that depend on event counting and identifying ...an event which prompted the ... See full document
7
Cross-document Event Extraction and Tracking: Task, Evaluation, Techniques and Challenges
... single- document IE would be of little value; a user would be confronted by thousands of unconnected events with tens of thousands of ...new cross-document IE task beyond ‘slot filling’ to generate ... See full document
7
Cross Document Coreference on a Large Scale Corpus
... We are interested in continuing these evaluations in two ways. First, colleagues of ours are working on a more realistic corpus that is not just large but also contains a much richer set of marked up entities. We look ... See full document
8
Supervised Within-Document Event Coreference using Information Propagation
... We split the documents in IC corpus randomly into 40 doc- uments for training and development, and 25 for testing. Parameters such as the probability threshold to determine coreference are tuned on the 40 ... See full document
6
Cross document coreference: An approach to capturing coreference without context
... As demonstrated, developing an extensive timeline of patient events that occur over multiple weeks and months is an extremely complicated process. Understanding the breadth of complexity and the heavy demands on ... See full document
10
Sampling Techniques for Streaming Cross Document Coreference Resolution
... only coreference evaluation metric that can be triv- ially adapted to datasets with a sample of annotated ...the evaluation more representative we only use response clusters that contain an annotated ... See full document
6
Experiments on Semantic based Clustering for Cross document Coreference
... SemEval evaluation has prepared two sets of data to investigate the cross-document coreference problem: one for development and one for ... See full document
8
Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures
... evaluating event corefer- ence resolution ...for event coreference ...both cross-document and in- document event coreference resolution ...each document, ... See full document
11
Event Nugget and Event Coreference Annotation
... EN Coreference: Participating systems must identify full event coreference links, given the annotated event nuggets in the ...ERE Event annotation, each event mention has ... See full document
9
Unsupervised Event Coreference Resolution with Rich Linguistic Features
... To address these limitations and to provide a more flexible representation for modeling observ- able data with rich properties, we present two novel, fully generative, nonparametric Bayesian models for unsupervised ... See full document
11
Unsupervised Event Coreference Resolution
... of event coreference in an unsupervised way stem from (a) the choice of representing event mentions through a rich set of features and (b) the ability of modeling events described both within the ... See full document
38
Refining Event Extraction through Cross Document Inference
... each document was introduced in part to simplify the task and its ...the document boundaries for event extraction. We gather together event ex- traction results from a set of related ... See full document
9
Large Scale Cross Document Coreference Using Distributed Inference and Hierarchical Models
... The dataset is created as follows: First, we crawl the web and select hyperlinks on webpages that link to an English Wikipedia page. 2 The anchors of these links form our set of mentions, with the sur- rounding block of ... See full document
11
Dynamic Parameters for Cross Document Coreference
... Recently, there has been a major interest in the CDC systems, and, in the last two years, two im- portant evaluation campaigns have been orga- nized: Web People Search-1 (Artiles et al. 2007) and ACE 2008 ... See full document
9
Cross document Event Coreference Resolution based on Cross media Features
... textual coreference confidence scores and “rela- tively” high visual ...the event pair contains similar events, for exam- ple: “The Penn(tagon) says coalition air strikes in and around the Syrian city of ... See full document
6
Cross Document, Cross Language Event Coreference Annotation Using Event Hoppers
... The event hopper concept is a more inclusive, less strict notion of event coreference than that used in ACE and other schemes, handling within-document event coreference using ... See full document
6
CROMER: a Tool for Cross-Document Event and Entity Coreference
... marking-up coreference between entities and between events across different ...intra-document coreference is a well-established field of research at least for entities, the work on ... See full document
5
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