A Boundary Assembling Method for Chinese Entity-Mention Recognition


A boundary assembling (BA) methodology is presented for Chinese entity-mention recognition. Given a sentence, instead of recognizing entity mentions in a unitary style, the authors' BA methodology 1st detects boundaries of entity mentions and then assembles detected boundaries into entity-mention candidates. Each candidate is further assessed by a classifier trained on nonlocal features. This methodology can make higher use of nonlocal options and effectively recognize nested entity mentions. Using the ACE 2005 Chinese corpus, the authors' experimental results show an improvement over state-of-the-art techniques, outperforming existing methods in F-score by five percent for entity-mention detection and 4.23 percent for entity-mention recognition.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE :Stability Boundary Analysis in Single-Phase Grid-Connected Inverters with PLL by LTP Theory - 2017ABSTRACT:Stability analysis of power converters in ac networks is advanced due to the nonlinear nature of the conversion
PROJECT TITLE : Enhancing Binary Classification by Modeling Uncertain Boundary in Three-Way Decisions - 2017 ABSTRACT: Text classification is a process of classifying documents into predefined categories through different classifiers
PROJECT TITLE :Multi-objective unit commitment using search space-based crazy particle swarm optimisation and normal boundary intersection techniqueABSTRACT:In this study, a multi-objective unit commitment downside is formulated
PROJECT TITLE :An Efficient and Robust Method for Automatically Identifying the Left Ventricular Boundary in Cine Magnetic Resonance ImagesABSTRACT:Economical and strong identification of the left ventricular borders remains a
PROJECT TITLE :Benders Decomposition and Normal Boundary Intersection Method for Multiobjective Decision Making Framework for an Electricity Retailer in Energy MarketsABSTRACT:In midterm coming up with, the target of an electricity

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry