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[PDF] Top 20 Cross document coreference: An approach to capturing coreference without context

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Cross document coreference: An approach to capturing coreference without context

Cross document coreference: An approach to capturing coreference without context

... creating cross-document gold annotations on large corpora (Day et ...Each cross-document effort has therefore restricted the scope of their annotations in some way ...for ... See full document

10

Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization

Enhancing Cross Document Coreference of Web Documents with Context Similarity and Very Large Scale Text Categorization

... web cross document coreference task. On the document level, we use text cate- gories, trained from thousands of ODP categories and over a million pages, as a concise representa- tion of the ... See full document

9

Cross Document, Cross Language Event Coreference Annotation Using Event Hoppers

Cross Document, Cross Language Event Coreference Annotation Using Event Hoppers

... emphasize cross-document and cross-lingual ...the document are labeled for coreference, utilizing the notion of event ...event coreference typically require all event features ... See full document

6

Cross document Event Coreference Resolution based on Cross media Features

Cross document Event Coreference Resolution based on Cross media Features

... Visual content provides useful cues complemen- tary with those used in text-based approach in event coreference resolution. For example, two coreferential events typically show similar or even duplicate ... See full document

6

CROMER: a Tool for Cross-Document Event and Entity Coreference

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

Sampling Techniques for Streaming Cross Document Coreference Resolution

Sampling Techniques for Streaming Cross Document Coreference Resolution

... Capturing the information required to perform streaming CDC in constant space requires us to sam- ple from the stream. For example we may consider only the most recent information (eg: the previous 24 hours worth ... See full document

6

Person Cross Document Coreference with Name Perplexity Estimates

Person Cross Document Coreference with Name Perplexity Estimates

... In order to evaluate the relationships between the context and the name perplexity, we need an annotated corpus. We have used the I-CAB cor- pus (Magnini et al. 2006), which is a four-day news corpus fully ... See full document

10

Revisiting Joint Modeling of Cross document Entity and Event Coreference Resolution

Revisiting Joint Modeling of Cross document Entity and Event Coreference Resolution

... the context vector, and only the semantically-dependent mentions vector (top, middle, and bottom parts of Figure ...the context vectors (middle) are also quite accurate, emphasizing the impor- tance of ... See full document

11

Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach

Domain Adaptation for Coreference Resolution: An Adaptive Ensemble Approach

... and without cross-domain knowledge learning, all tasks, except UN task in CEAF F-measure, show the superiority of the proposed method with cross- domain knowledge ...of cross-domain knowledge ... See full document

10

Large Scale Cross Document Coreference Using Distributed Inference and Hierarchical Models

Large Scale Cross Document Coreference Using Distributed Inference and Hierarchical Models

... Cross-document coreference, the task of grouping all the mentions of each entity in a document collection, arises in information ex- traction and automated knowledge base con- ...of ... See full document

11

Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures

Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures

... both cross-document and in- document event coreference resolution ...each document, event mentions and coref- erence relations were only annotated selectively in sentences that are on a ... See full document

11

Solving the “Who’s Mark Johnson Puzzle”: Information Extraction Based Cross Document Coreference

Solving the “Who’s Mark Johnson Puzzle”: Information Extraction Based Cross Document Coreference

... • Context-aided CDC. The context where an named entity is extracted can be leveraged for ...the context tend to be less noisy than that from the entire ...2004), document topics can be used to ... See full document

6

Experiments on Semantic based Clustering for Cross document Coreference

Experiments on Semantic based Clustering for Cross document Coreference

... of cross-document coreference has been studied for a number of years ...the cross-document coreference problem. Their approach uses vector representa- tions following a ... See full document

8

Cross Document Coreference on a Large Scale Corpus

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

Dynamic Parameters for Cross Document Coreference

Dynamic Parameters for Cross Document Coreference

... level context, which is a strong re- quirement for establishing coreference, a PCDC system obtains a good score for “John ...of coreference of any two “John Smiths” mentions is low, as this is a very ... See full document

9

Revisiting the Evaluation for Cross Document Event Coreference

Revisiting the Evaluation for Cross Document Event Coreference

... Accurate evaluation and high-quality annotations are crucial to our ability to measure progress in any task. We showed that past work for CDEC have resorted to widely different evaluation approaches, making several ... See full document

10

Streaming Cross Document Entity Coreference Resolution

Streaming Cross Document Entity Coreference Resolution

... entire document collection all chains that re- fer to the same ...called cross document coreference resolution ...within document task. For example, it is unlikely that the same ... See full document

9

Profile Based Cross Document Coreference Using Kernelized Fuzzy Relational Clustering

Profile Based Cross Document Coreference Using Kernelized Fuzzy Relational Clustering

... Cross document coreference research has re- cently become more popular due to the increasing interests in the web person search task (Artiles et ...sub- document mention level and construct an ... See full document

9

Cross lingual Coreference Resolution of Pronouns

Cross lingual Coreference Resolution of Pronouns

... PCEDT is a manually annotated Czech-English parallel treebank comprising over 1.2 million words for each language in almost 50,000 sentence pairs. The English part contains the entire Penn Treebank– Wall Street Journal ... See full document

11

Cross lingual Incongruences in the Annotation of Coreference

Cross lingual Incongruences in the Annotation of Coreference

... III Unpaired chains. These are chains in either side of the corpus for which no chain corres- pondence is found. In the sample data un- der analysis, all cases of this type are German chains without a ... See full document

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