[PDF] Top 20 Refining Event Extraction through Cross Document Inference
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Refining Event Extraction through Cross Document Inference
... global inference to improve event extraction with some recent re- ...applied cross-document inference to correct local extraction results for disease name, location and ... See full document
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Enhancing Multi lingual Information Extraction via Cross Media Inference and Fusion
... Most document clustering systems use represen- tations built out of the lexical and syntactic at- ...and document release ...knowledge, inference, and other forms of se- mantic information in order ... See full document
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Exploring the Usefulness of Cross-lingual Information Fusion for Refining Real-time News Event Extraction: A Preliminary Study
... of event extraction is to automatically identify events in free texts and to derive struc- tured and detailed information about ...mono-lingual event extraction sys- tems that operate on ... See full document
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Building a Cross document Event Event Relation Corpus
... Information Extraction (IE) is to construct “Information Networks” (Li et ...of event- centric Information Networks across multiple doc- uments, where each node is an event and the edges capture the ... See full document
6
Collective Cross Document Relation Extraction Without Labelled Data
... global inference and re- quires no labelled ...relation extraction and entity identifi- cation ...For inference we run an efficient Gibbs sam- pler that leads to linear time joint ... See full document
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Cross Document, Cross Language Event Coreference Annotation Using Event Hoppers
... for cross-document and cross-lingual event coreference as an expansion to the Rich Entities, Relations, and Events (ERE) annotation task first defined as part of DARPA’s Deep Exploration and ... See full document
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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
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Cross media Event Extraction and Recommendation
... tant event attributes are not expressed by explicit textual ...protest event, the system identifies two additional implicit attributes that derive from social movement theo- ries (Della Porta and Diani, ... See full document
5
Semantic Interoperability for Cross lingual and cross document Event Detection
... a cross-document and cross-lingual per- spective it is essential to define a semantically inter- operable approach that can handle the large variation of event expressions within and across ... See full document
9
Cross genre Event Extraction with Knowledge Enrichment
... identifies event phrases and event participants with tailored part-of-speech tagging and shallow parsing for ...discover event categories and classify extracted events based on latent variable ... See full document
5
Argument Inference from Relevant Event Mentions in Chinese Argument Extraction
... an event mention are out of the event mention scope since ellipsis is a common phenomenon in ...Chinese document, comma can be also used to sign the end of a ... 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
6
CROMER: a Tool for Cross-Document Event and Entity Coreference
... Content Extraction) program datasets, in which annotators perform intra-document coreference by grouping all mentions of the same entity, be it named, nominal or pronominal mentions (see the latest version ... See full document
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Contextualized Cross Lingual Event Trigger Extraction with Minimal Resources
... in event extraction on ACE2005 benchmark dataset are mostly focused on English and can be categorized based on the degree of hand-crafted features used and whether they are trained in a pipelined or joint ... See full document
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Cross-document Event Extraction and Tracking: Task, Evaluation, Techniques and Challenges
... The degree of similarity among events contained in a group of topically-related documents is much higher than the degree of similarity within an article, as each article is apt to describe the main point as well as ... See full document
7
Using Document Level Cross Event Inference to Improve Event Extraction
... single event extraction, or focuses on high-level information within a single event type, and does not consider information acquired from other event ...introducing cross-event ... See full document
9
Using Cross Entity Inference to Improve Event Extraction
... step-by-step cross-entity ...the inference on the rough entity types provided by ACE (denoted as “Visible 2”), such as the type of “Air”, “Popula- tion-Center”, “Exploding”, ... See full document
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Employing Event Inference to Improve Semi Supervised Chinese Event Extraction
... Then event patterns from relevant documents were generated by using an annotated data and a set of heuristic ...a document-centric view to boost a semi-supervised event extraction system, ... See full document
11
Self regulation: Employing a Generative Adversarial Network to Improve Event Detection
... (2010)’s Cross-Event in- ference model, which is based on the max-entropy classification and embeds the document-level con- fident information in the feature space; Hong et al (2011)’s ... See full document
12
Multi Field Information Extraction and Cross Document Fusion
... There has been rather limited published work in multi-document information extrac- tion. The closest work to what we present here is Masterson and Kushmerick (2003), who perform multi-document information ... See full document
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