[PDF] Top 20 Supervised Within-Document Event Coreference using Information Propagation
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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
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A Linguistic Resource for Discovering Event Structures and Resolving Event Coreference
... annotates event structures in texts. We consider an event structure as a collection of events that interact with each other in a given ...A document from this resource can encode multiple ... See full document
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Translating Granularity of Event Slots into Features for Event Coreference Resolution
... from event semantics to solve coreference, we present an “event template” approach to cross-document event coreference resolution on news ...which event infor- mation is ... See full document
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Document Embedding Enhanced Event Detection with Hierarchical and Supervised Attention
... with document em- beddings ...that document-level information is very benefi- cial for ...with event triggers. In this way, the Bi- RNN model for learning document embeddings will ... See full document
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Can Document Selection Help Semi supervised Learning? A Case Study On Event Extraction
... an event of that type, and the probability that it takes a particular ...and event type, it records the highest probability (over all instances of that word in the cluster) that the word triggers an ... See full document
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Revisiting Joint Modeling of Cross document Entity and Event Coreference Resolution
... for event coreference, based on dis- crete ...mentions within each topic cluster. Events are represented us- ing information about participants, time and lo- cation, while documents are ... See full document
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Joint Inference for Event Coreference Resolution
... Within-document event coreference resolution is the task of determining which event mentions in a text refer to the same real-world ...event. Event coreference is ... See full document
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Chinese Event Coreference Resolution: An Unsupervised Probabilistic Model Rivaling Supervised Resolvers
... performed event corefer- ence using semantic relations ...mantic information, respectively, on the Intelligence Community (IC) corpus (Hovy et ...full event coreference relations but ... See full document
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Richer Event Description: Integrating event coreference with temporal, causal and bridging annotation
... of event an- ...each event are also annotated in this pass, captur- ing information such as the relation to the document creation time or the modality of the ...with coreference ... See full document
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Cross document Event Coreference Resolution based on Cross media Features
... Conflict.Attack event mentions are coreferential. However, in the first event mention, a mistake in Closed Caption (“he was killed” → “it was killed”) makes event extraction and text based ... See full document
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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
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Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures
... entity coreference resolution (Lee et ...for event coref- erence ...mainly event arguments (i.e., entities such as event par- ticipants, time, location, ...proper event men- tion, and ... See full document
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Cross Document, Cross Language Event Coreference Annotation Using Event Hoppers
... ERE event annotation includes 9 event types and 38 subtypes ...each event mention annotators label the most salient word evoking the event (the “event trigger”), the event type ... See full document
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Unsupervised Event Coreference Resolution with Rich Linguistic Features
... solving event corefer- ence relied on supervised learning methods that explore various linguistic properties in order to de- cide if a pair of event mentions is coreferential or not (Humphreys et ... See full document
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Cross document coreference: An approach to capturing coreference without context
... While coreference linking is not possible on the cross-document level in the same nuanced and intuitive way that it is within-document, there is still a great deal of important ... See full document
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Revisiting the Evaluation for Cross Document Event Coreference
... Cross document event coreference (CDEC) is an important task that aims at aggregating event- related information across multiple ...in coreference decisions, or make assumptions ... See full document
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Propagation using chain event graphs
... This paper is made available online in accordance with publisher policies. Please scroll down to view the document itself. Please refer to the repository record for this item and our policy information ... See full document
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Streaming Cross Document Entity Coreference Resolution
... entire document collection all chains that re- fer to the same ...cross document coreference resolution ...the within document ...same document will discuss John Phillips the ... See full document
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Texture Segmention : Comparasion between Clustering and Classification
... 2) Classification using Neural Network: Neural network consist of sets of adaptive weights and are capable of approximating non-linear functions of their inputs. Neural neworks are usually organized in layers. ... See full document
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Unsupervised Event Coreference for Abstract Words
... The Cloze-test evaluation is inspired by the reading comprehension evaluation from Question- Answering research. In this evaluation, the sys- tem first reads a passage and then attempts to pre- dict missing words from ... See full document
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