BNLP is an open source language processing toolkit for Bengali language consisting with tokenization, word embedding, POS tagging, NER tagging facilities. BNLP provides pre-trained model with high accuracy to do model based tokenization, embedding, POS tagging, NER tagging task for Bengali language. BNLP pre-trained model achieves significant results in Bengali text tokenization, word embedding, POS tagging and NER tagging task. BNLP is using widely in the Bengali research communities with 16K downloads, 119 stars and 31 forks. BNLP is available at https://github.com/sagorbrur/bnlp.

翻译：BNLP是孟加拉语的开放源语言处理工具包,包括象征性化、字嵌入、POS标记、NER标记设施等。BNLP提供以孟加拉语为主的示范象征性化、嵌入、POS标记、POS标记、NER标记任务的预培训模型,具有很高的准确性。BNLP预培训模型在孟加拉语文本符号化、字嵌入、POS标记和NER标记任务方面取得了显著成果。BNLP在孟加拉语研究社区广泛使用,下载了16K次、119颗恒星和31个叉子。 BNLP可在https://github.com/sagorbrur/bnp上查阅。