Taku Kudo

Taku Kudo is a person.

• See: TinySVM, CRFpp Package, YamCha System, Neural Machine Translation (NMT) System, Subword Unit.

---

---

References

• DBLP http://www.informatik.uni-trier.de/~ley/db/indices/a-tree/k/Kudo:Taku.html
• Personal Homepage: http://chasen.org/~taku/

2018

• (Kudo & Richardson, 2018) ⇒ Taku Kudo, and John Richardson. (2018). “SentencePiece: A Simple and Language Independent Subword Tokenizer and Detokenizer for Neural Text Processing". In: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018) System Demonstrations. DOI:10.18653/v1/d18-2012.
• (Kudo, 2018) ⇒ Taku Kudo. (2018). “Subword Regularization:Improving Neural Network Translation Models with Multiple Subword Candidates". In: Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (ACL 2018) Volume 1: Long Papers. DOI:10.18653/v1/P18-1007.

2016

• (Wu, Shuster et al., 2016) ⇒ Yonghui Wu, Mike Schuster, Zhifeng Chen, Quoc V. Le, Mohammad Norouzi, Wolfgang Macherey, Maxim Krikun, Yuan Cao, Qin Gao, Klaus Macherey, Jeff Klingner, Apurva Shah, Melvin Johnson, Xiaobing Liu, Łukasz Kaiser, Stephan Gouws, Yoshikiyo Kato, Taku Kudo, Hideto Kazawa, Keith Stevens, George Kurian, Nishant Patil, Wei Wang, Cliff Young, Jason Smith, Jason Riesa, Alex Rudnick, Oriol Vinyals, Greg Corrado, Macduff Hughes, Jeffrey Dean. (2016). “"Google's Neural Machine Translation System: Bridging the Gap Between Human and Machine Translation.” arXiv preprint arXiv:1609.08144

2004

• (Kudo and Matsumoto, 2004) ⇒ Taku Kudo, and Yuji Matsumoto. (2004). “A Boosting Algorithm for Classification of Semi-Structured Text.” In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2004).
• (Kudo et al., 2004) ⇒ Taku Kudo, Kaoru Yamamoto, and Yuji Matsumoto. (2004). “Applying Conditional Random Fields to Japanese Morphological Analysis.” In: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2004).

2003

• (Kudo & Matsumoto, 2003) ⇒ Taku Kudo, and Yuji Matsumoto. (2003). “Fast Methods for Kernel-based Text Analysis.” In: Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics (ACL 2003).
• (Yamamoto et al., 2003) ⇒ Kaoru Yamamoto, Taku Kudo, Akihiko Konagaya, and Yuji Matsumoto. (2003). “Protein Name Tagging for Biomedical Annotation in Text.” In: Proceedings of the ACL 2003 workshop on Natural language processing in biomedicine. doi:10.3115/1118958.1118967

2001

• (Kudo & Matsumoto, 2001) ⇒ Taku Kudo, and Yuji Matsumoto. (2001). “Chunking with Support Vector Machines.” In: Proceedings of NAACL 2001.
  • Had achieved the highest performance by 2002 on the RM95Chunking Benchmark Task.
    • P=94.15%, R=94.29%, F=94.22

2000

• (Kudo & Matsumoto, 2000) ⇒ Taku Kudo, and Yuji Matsumoto. (2000). “Use of Support Vector Machines for Chunk Identification.” In: Proceedings of CoNLL-00.

---