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Just wondering if it can support discriminative model like conditional random fields and if I can build flexible and user-defined graph structure with this tool?
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[Ratsgo's blog](https://ratsgo.github.io/machine%20learning/2017/11/10/CRF/)
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pattern recognition and machine learning
an introduction to conditional random fields for relational learning
http://www.scai.fraunhofer.de/fileadmin/images/bio/data_mining/paper/crf_klinger_tomanek.…
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They are quite popular for POS/NER tagging
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## 論文リンク
https://dl.acm.org/citation.cfm?id=655813
## 公開日(yyyy/mm/dd)
2001/06/28
## 概要
系列ラベリング問題を解くという目的に対して、HMM で扱えない overlapping feature などを使うために MEMM というモデルが考案され、確かに一定の成果を見せた。
一方で、MEMM には…
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http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.79.8640&rep=rep1&type=pdf
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[https://dl.acm.org/citation.cfm?id=1625736](https://dl.acm.org/citation.cfm?id=1625736)
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link: https://repository.upenn.edu/server/api/core/bitstreams/4905e2c0-e9d5-4961-804b-973de8bdfc7c/content
# 著者/所属機関
John Lafferty, School of Computer Science, Carnegie Mellon University, Pittsbur…
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# about this paper
Author: Wenya Wang, Sinno Jialin Pan, Daniel Dahlmeier, Xiaokui Xiao
Link: http://aclweb.org/anthology/D16-1059
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文章ごとに依存ツリーを生成するRNNから出たアウトフットをCRFに入れてaspect-basedな感情を表す単語を探索する手…
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Based on Issue #[643](https://github.com/fkie-cad/Logprep/issues/643) we agreed to implement a new processor to conduct replacements in logs.
Following requirements should be met, every listed poin…