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kazeto edited this page Apr 6, 2015
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Welcome to the phillip wiki!
This wiki is for Phillip of the version phil.3.00.
Phillip is a first-ordered abductive reasoner for NLP written in C++. It is based on ILP-based abduction and much more efficient than existing abductive reasoners.
If you want to start Phillip, please refer to Getting Started.
Phillip is distributed under the term of the modified BSD license.
ILP-based abduction was originally proposed by Naoya Inoue.
The Phillip distribution contains the CDB++ distribution, which is released by Naoaki Okazaki under the term of the modified BSD license.
- Naoya Inoue and Kentaro Inui. ILP-based Reasoning for Weighted Abduction. In Proceedings of AAAI Workshop on Plan, Activity and Intent Recognition, pp. 25-32, August 2011.
- Naoya Inoue and Kentaro Inui. Large-scale Cost-based Abduction in Full-fledged First-order Predicate Logic with Cutting Plane Inference. In Proceedings of the 13th European Conference on Logics in Artificial Intelligence, pp.281-293, September 2012.
- Kazeto Yamamoto, Naoya Inoue, Kentaro Inui, Yuki Arase and Jun'ichi Tsujii. Boosting the Efficiency of First-order Abductive Reasoning Using Pre-estimated Relatedness between Predicates. International Journal of Machine Learning and Computing, Vol. 5, No. 2, pp. 114-120. April 2015.
- 山本風人, 井之上直也, 乾健太郎. 言語処理のための仮説推論エンジン Phillip. 言語処理学会 第21回年次大会, March 2015.