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NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

Hindi

Chunking

Model Dev accuracy Test F1 Paper / Source Code
Dalal et al. (2006) 87.40 82.40 Hindi Part-of-Speech Tagging and Chunking: A Maximum Entropy Approach  

Part-of-speech tagging

Model Dev accuracy Test F1 Paper / Source Code
Dalal et al. (2006) 89.35 82.22 Hindi Part-of-Speech Tagging and Chunking: A Maximum Entropy Approach  

Machine Translation

The IIT Bombay English-Hindi Parallel Corpus used by Kunchukuttan et al. (2018) can be accessed here.

Model BLEU METEOR Paper / Source Code
Kunchukuttan et al. (2018) 89.35 0.308 The IIT Bombay English-Hindi Parallel Corpus