We thus didn't want to provide exact quality comparison results as probably the goals and potential use cases of this library and of those similar ones mentioned above are different and thus precise comparison doesn't make much sense. We also don't apply any named entity recognition mechanisms within the tokenizer and have few rare cases where we fail to solve ambiguity correctly. RDRsegmenter : cô bé lớn lên dưới mái lều tranh rách_nát, trong một gia_đình có bốn thế_hệ phải xách bị_gậy đi ăn_xin. Underthesea : cô bé lớn lên dưới mái lều tranh rách_nát, trong một gia_đình có bốn thế_hệ phải xách bị_gậy đi ăn_xin. Original : cô bé lớn lên dưới mái lều tranh rách nát, trong một gia đình có bốn thế hệ phải xách bị gậy đi ăn xin.Ĭoccoc-tokenizer : cô_bé lớn lên dưới mái lều tranh rách_nát, trong một gia_đình có bốn thế_hệ phải xách bị gậy đi ăn_xin. RDRsegmenter : kết_quả cuộc thi phóng_sự - ký_sự 2004 của báo Tuổi_Trẻ. Underthesea : kết_quả cuộc thi phóng_sự - ký_sự 2004 của báo Tuổi_Trẻ. Original : kết quả cuộc thi phóng sự - ký sự 2004 của báo Tuổi Trẻ.Ĭoccoc-tokenizer : kết_quả cuộc_thi phóng_sự - ký_sự 2004 của báo Tuổi_Trẻ. RDRsegmenter : Em_út theo anh_cả vào miền Nam. Underthesea : Em_út theo anh cả vào miền Nam. Original : Em út theo anh cả vào miền Nam.Ĭoccoc-tokenizer : Em_út theo anh_cả vào miền_Nam. The tokenizer tool has a special output format which is similar to other existing tools for tokenization of Vietnamese texts - it preserves all the original text and just marks multi-syllable tokens with underscores instead of spaces. Speed: 15M characters / second, or 2.5M tokens / second.Dataset: 1.203.165 Vietnamese Wikipedia articles ( Link).The benchmark is done on a typical laptop with Intel Core i5-5200U processor: The library provides high speed tokenization which is a requirement for performance critical applications. # output: Other languagesīindings for other languages are not yet implemented but it will be nice if someone can help to write them. word_tokenize( "xin chào, tôi là người Việt Nam", tokenize_option = 0)) # tokenize_option: # 0: TOKENIZE_NORMAL (default) #đ: TOKENIZE_HOST #Ē: TOKENIZE_URL print( T.
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