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» Named Entity Recognition from Scratch on Social Media
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SIGIR
2010
ACM
13 years 3 months ago
Incorporating global information into named entity recognition systems using relational context
The state-of-the-art in Named Entity Recognition relies on a combination of local features of the text and global knowledge to determine the types of the recognized entities. This...
Yuval Merhav, Filipe de Sá Mesquita, Denils...
CORR
2011
Springer
273views Education» more  CORR 2011»
12 years 12 months ago
Natural Language Processing (almost) from Scratch
We propose a unified neural network architecture and learning algorithm that can be applied to various natural language processing tasks including: part-of-speech tagging, chunki...
Ronan Collobert, Jason Weston, Léon Bottou,...
KCAP
2005
ACM
13 years 10 months ago
CORDER: COmmunity relation discovery by named entity recognition
We present a text mining method called CORDER [4] which discovers social networks from an organization’s documents. CORDER finds relations between a target named entity and othe...
Jianhan Zhu, Alexandre L. Gonçalves, Victor...
CHI
2011
ACM
12 years 8 months ago
Computers can't give credit: how automatic attribution falls short in an online remixing community
In this paper, we explore the role that attribution plays in shaping user reactions to content reuse, or remixing, in a large user-generated content community. We present two stud...
Andrés Monroy-Hernández, Benjamin Ma...
ICONFERENCE
2011
12 years 11 months ago
Epistemic presumptions of authorship
The major concern of this paper is the cultural ramification of the bibliographic conception of “authorship.” Beginning with Foucault’s question “what is an author” and ...
Richard P. Smiraglia, Hur-Li Lee, Hope A. Olson