[PDF] Top 20 Revisiting Joint Modeling of Cross document Entity and Event Coreference Resolution
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Revisiting Joint Modeling of Cross document Entity and Event Coreference Resolution
... interdependent entity and event cluster- ing, incrementally constructing the final clustering ...the entity and event clus- tering processes. When predicting event clusters, the ... See full document
11
Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures
... recent joint learning approach (Lu and Ng, 2017) which is the best per- forming model on the KBP 2016 ...pairwise coreference link predictions. This implies that the document level structures, in- ... See full document
11
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
6
Entity Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure Analysis
... versity Web Document Leads Corpus) evaluation set (Hangyo et al., 2012), and the other is Ky- oto Corpus. KWDLC consists of the first three sentences of 5,000 Web documents (15,000 sen- tences) and Kyoto Corpus ... See full document
11
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
12
Joint Entity and Event Coreference Resolution across Documents
... In this stage (steps 7 – 9 in Algorithm 1), we con- struct entity and event clusters using a cautious or “baby steps” approach. We use a single linear re- gressor (Θ) to model cluster merge operations be- ... See full document
12
Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron
... that joint event trigger identification and event coreference resolution is a much more difficult task since they require more complex knowledge and argument ...entire document ... See full document
7
Unsupervised Event Coreference Resolution
... the 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 ... See full document
38
C3EL: A Joint Model for Cross Document Co Reference Resolution and Entity Linking
... a joint model for CR and NEL using the Stanford multi- pass cluster update CR system with automatic link- ing of mentions to ...involving joint for- mulation of NER and NEL use uncertainty of men- tion ... See full document
11
Revisiting the Evaluation for Cross Document Event Coreference
... with cross document coreference annotations for events, leading to its popularity (Bejan and Harabagiu, 2014; Cybulska and Vossen, 2015; Yang et ...clusters event within and across documents, ... See full document
10
Neural Cross Lingual Coreference Resolution And Its Application To Entity Linking
... query document and the target Wikipedia pages over various gran- ...candidate document from multiple perspectives, combined with convo- lution and tensor ... See full document
6
Revisiting Selectional Preferences for Coreference Resolution
... for coreference res- ...improves coreference resolu- tion performance on the CoNLL dataset, matching the state-of-the-art results of a more complex ... See full document
8
Chinese Event Coreference Resolution: Understanding the State of the Art
... of event men- tion attributes on event coreference performance? To answer this question, we consider two alterna- tive ways of employing the system event mention attribute values for ... See full document
7
Streaming Cross Document Entity Coreference Resolution
... and entity mentions have been linked into chains, we seek to identify across an entire document collection all chains that re- fer to the same ...called cross document coreference ... See full document
9
Sampling Techniques for Streaming Cross Document Coreference Resolution
... The sampling techniques we investigate are summa- rized below. Each technique has an insertion and removal policy that are followed each time a men- tion is processed. New sampling techniques are indi- cated by a star ... See full document
6
Coreference Resolution with Entity Equalization
... 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
5
Concept Map Based Multi Document Summarization using Concept Coreference Resolution and Global Importance Optimization
... particular document frequency and idf- weighted concept frequency, and topic relatedness as well as page ...the document sets in E DUC resembles an ... See full document
11
Coreference Resolution in a Modular, Entity Centered Model
... to coreference resolution, broadly similar to Haghighi and Klein (2007), which addresses this is- ...distributional entity types, including standard NER types like PERSON and ORG , as well as more ... See full document
9
Incorporating Lexico semantic Heuristics into Coreference Resolution Sieves for Named Entity Recognition at Document level
... deterministic Coreference Resolution (CR) system for classifying named entities at ...named entity recognition using the CoNLL format, and brings benefits to text analytics tasks such as Information ... See full document
5
A Unified Event Coreference Resolution by Integrating Multiple Resolvers
... anaphor. Then an anaphor is correctly resolved as long as the candidate-anaphora pair with high- est resolver’s score is the true antecedent- anaphor pair. The correct/wrong of other candi- dates’ resolution ... See full document
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