The Chinese Persons Name Diambiguation Evaluation: Exploration of Personal Name Disambiguation in Chinese News
نویسندگان
چکیده
Personal name disambiguation becomes hot as it provides a way to incorporate semantic understanding into information retrieval. In this campaign, we explore Chinese personal name disambiguation in news. In order to examine how well disambiguation technologies work, we concentrate on news articles, which is well-formatted and whose genre is well-studied. We then design a diagnosis test to explore the impact of Chinese word segmentation to personal name disambiguation.
منابع مشابه
Jumping Distance based Chinese Person Name Disambiguation
In this paper, we describe a Chinese person name disambiguation system for news articles and report the results obtained on the data set of the CLP 2010 Bakeoff-3. The main task of the Bakeoff is to identify different persons from the news stories that contain the same person-name string. Compared to the traditional methods, two additional features are used in our system: 1) n-grams co-occurred...
متن کاملChinese Personal Name Disambiguation Based on Person Modeling
This document presents the bakeoff results of Chinese personal name in the First CIPS-SIGHAN Joint Conference on Chinese Language Processing. The authors introduce the frame of person disambiguation system LJPD, which uses a new person model. LJPD was built in short time, and it is not given enough training and adjustment. Evaluation on LJPD shows that the precision is competitive, but the reca...
متن کاملA Pipeline Approach to Chinese Personal Name Disambiguation
In this paper, we describe our system for Chinese personal name disambiguation task in the first CIPSSIGHAN joint conference on Chinese Language Processing(CLP2010). We use a pipeline approach, in which preprocessing, unrelated documents discarding, Chinese personal name extension and document clustering are performed separately. Chinese personal name extension is the most important part of the...
متن کاملDLUT: Chinese Personal Name Disambiguation with Rich Features
In this paper we describe a person clustering system for a given document set and report the results we have obtained on the test set of Chinese personal name (CPN) disambiguation task of CIPSSIGHAN 2010. This task consists of clustering a set of Xinhua news documents that mention an ambiguous CPN according to named entity in reality. Several features including named entities (NE) and common no...
متن کاملA Multi-stage Clustering Framework for Chinese Personal Name Disambiguation
This paper presents our systems for the participation of Chinese Personal Name Disambiguation task in the CIPSSIGHAN 2010. We submitted two different systems for this task, and both of them all achieve the best performance. This paper introduces the multi-stage clustering framework and some key techniques used in our systems, and demonstrates experimental results on evaluation data. Finally, we...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2010