Papers for Relevance Assessment by Miles Osborne

Research Question: How do LOP-CRFs compare with regularised CRFs?

Paper ID
(Link to PDF)

Title

Author(s)

W03-0430

Early results for Named Entity Recognition with Conditional Random Fields, Feature Induction and Web-Enhanced Lexicons

Andrew McCallum; Wei Li

I05-3022

Chinese Word Segmentation in FTRD Beijing

Heng Li; Yuan Dong; Xinnian Mao; Haila Wang; Wu Liu

21

Biomedical Named Entity Recognition using Conditional Random Fields and Rich Feature Sets

Burr Settles

320_pdf_2-col

Discriminative Language Modeling with Conditional Random Fields and the Perceptron Algorithm

Brian Roark, Murat Saraclar, Michael Collins and Mark Johnson

81-833

Chinese Segmentation and New Word Detection using Conditional Random Fields

Fuchun Peng, Fangfang Feng and Andrew McCallum

382_pdf_2-col

Using Conditional Random Fields to Predict Pitch Accents in Conversational Speech

Michelle Gregory and Yasemin Altun

I05-3018

Combination of Machine Learning Methods for Optimum Chinese Word Segmentation

Masayuki Asahara; Kenta Fukuoka; Ai Azuma; Chooi-Ling Goh; Yotaro Watanabe; Yuji Matsumoto; Takashi Tsuzuki

I05-3027

A Conditional Random Field Word Segmenter for Sighan Bakeoff 2005

Huihsin Tseng; Pichuan Chang; Galen Andrew; Daniel Jurafsky; Christopher Manning

176_Paper

Accurate Information Extraction from Research Papers using Conditional Random Fields

Fuchun Peng and Andrew McCallum

329_pdf_2-col

Collective Information Extraction with Relational Markov Networks

Razvan Bunescu and Raymond Mooney

W03-1019

Investigating Loss Functions and Optimization Methods for Discriminative Learning of Label Sequences

Yasemin Altun; Mark Johnson; Thomas Hofmann

13

Introduction to the Bio-entity Recognition Task at JNLPBA

Nigel Collier and Jin-Dong Kim

I05-3035

A Hybrid Approach to Chinese Word Segmentation around CRFs

Zhou Jun-sheng; Dai Xin-yu; Ni Rui-yu; Chen Jia-jun

P05-1045

Incorporating Non-local Information into Information Extraction Systems by Gibbs Sampling

Jenny Rose Finkel; Trond Grenager; Christopher Manning

20

POSBIOTM-NER in the Shared Task of BioNLP/NLPBA2004

Yu Song, Eunju Kim, Gary Geunbae Lee and Byoung-kee Yi