Information extraction from research papers using conditional random fields

F Peng, A McCallum - Information processing & management, 2006 - Elsevier
With the increasing use of research paper search engines, such as CiteSeer, for both
literature search and hiring decisions, the accuracy of such systems is of paramount …

Two supervised learning approaches for name disambiguation in author citations

H Han, L Giles, H Zha, C Li… - … of the 4th ACM/IEEE-CS …, 2004 - dl.acm.org
Due to name abbreviations, identical names, name misspellings, and pseudonyms
inpublications or bibliographies (citations), an author may have multiple names and multiple …

Name disambiguation in author citations using a k-way spectral clustering method

H Han, H Zha, CL Giles - Proceedings of the 5th ACM/IEEE-CS joint …, 2005 - dl.acm.org
An author may have multiple names and multiple authors may share the same name simply
due to name abbreviations, identical names, or name misspellings in publications or …

Comparisons of sequence labeling algorithms and extensions

N Nguyen, Y Guo - Proceedings of the 24th international conference on …, 2007 - dl.acm.org
In this paper, we survey the current state-of-art models for structured learning problems,
including Hidden Markov Model (HMM), Conditional Random Fields (CRF), Averaged …

Logical structure recovery in scholarly articles with rich document features

MT Luong, TD Nguyen, MY Kan - Multimedia Storage and Retrieval …, 2012 - igi-global.com
Scholarly digital libraries increasingly provide analytics to information within documents
themselves. This includes information about the logical document structure of use to …

A fast linkage detection scheme for multi-source information integration

A Aizawa, K Oyama - International Workshop on Challenges in …, 2005 - ieeexplore.ieee.org
Record linkage refers to techniques for identifying records associated with the same real-
world entities. Record linkage is not only crucial in integrating multi-source databases that …

Reference metadata extraction using a hierarchical knowledge representation framework

MY Day, RTH Tsai, CL Sung, CC Hsieh, CW Lee… - Decision Support …, 2007 - Elsevier
The integration of bibliographical information on scholarly publications available on the
Internet is an important task in the academic community. Accurate reference metadata …

Functionalities for automatic metadata generation applications: a survey of metadata experts' opinions

J Greenberg, K Spurgin… - International Journal of …, 2006 - inderscienceonline.com
This paper reports on the automatic metadata generation applications (AMeGA) project's
metadata expert survey. Automatic metadata generation research is reviewed and the …

Automatic extraction of metadata from scientific publications for CRIS systems

A Kovačević, D Ivanović, B Milosavljević, Z Konjović… - Program, 2011 - emerald.com
Purpose–The aim of this paper is to develop a system for automatic extraction of metadata
from scientific papers in PDF format for the information system for monitoring the scientific …

BibPro: A citation parser based on sequence alignment

CC Chen, KH Yang, CL Chen… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
Dramatic increase in the number of academic publications has led to growing demand for
efficient organization of the resources to meet researchers' needs. As a result, a number of …