Information extraction from research papers using conditional random fields
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 …
literature search and hiring decisions, the accuracy of such systems is of paramount …
Two supervised learning approaches for name disambiguation in author citations
Due to name abbreviations, identical names, name misspellings, and pseudonyms
inpublications or bibliographies (citations), an author may have multiple names and multiple …
inpublications or bibliographies (citations), an author may have multiple names and multiple …
Name disambiguation in author citations using a k-way spectral clustering method
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 …
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 …
including Hidden Markov Model (HMM), Conditional Random Fields (CRF), Averaged …
Logical structure recovery in scholarly articles with rich document features
Scholarly digital libraries increasingly provide analytics to information within documents
themselves. This includes information about the logical document structure of use to …
themselves. This includes information about the logical document structure of use to …
A fast linkage detection scheme for multi-source information integration
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 …
world entities. Record linkage is not only crucial in integrating multi-source databases that …
Reference metadata extraction using a hierarchical knowledge representation framework
The integration of bibliographical information on scholarly publications available on the
Internet is an important task in the academic community. Accurate reference metadata …
Internet is an important task in the academic community. Accurate reference metadata …
Functionalities for automatic metadata generation applications: a survey of metadata experts' opinions
This paper reports on the automatic metadata generation applications (AMeGA) project's
metadata expert survey. Automatic metadata generation research is reviewed and the …
metadata expert survey. Automatic metadata generation research is reviewed and the …
Automatic extraction of metadata from scientific publications for CRIS systems
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 …
from scientific papers in PDF format for the information system for monitoring the scientific …
BibPro: A citation parser based on sequence alignment
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 …
efficient organization of the resources to meet researchers' needs. As a result, a number of …