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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
Jha et al. (2018) 99.30 99.06 Multi-Task Deep Morphological Analyzer: Context-Aware Joint Morphological Tagging and Lemma Prediction mt-dma
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 Paper / Source Code
Saini et al. (2018) 18.215 (eng-hin) Neural Machine Translation for English to Hindi
Goyal et al. (2019) 19.06 (hin-eng) LTRC-MT Simple & Effective Hindi-English Neural Machine Translation Systems at WAT 2019