Automatic Identification of Bengali Noun-Noun Compounds Using Random Forest

@inproceedings{Gayen2013AutomaticIO,
  title={Automatic Identification of Bengali Noun-Noun Compounds Using Random Forest},
  author={Vivekananda Gayen and Kamal Sarkar},
  booktitle={MWE@NAACL-HLT},
  year={2013}
}
This paper presents a supervised machine learning approach that uses a machine learning algorithm called Random Forest for recognition of Bengali noun-noun compounds as multiword expression (MWE) from Bengali corpus. Our proposed approach to MWE recognition has two steps: (1) extraction of candidate multi-word expressions using Chunk information and various heuristic rules and (2) training the machine learning algorithm to recognize a candidate multi-word expression as Multi-word expression or… CONTINUE READING

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