Search Results for author: Ajay Mishra

Found 3 papers, 0 papers with code

A Multitask Learning Approach for Diacritic Restoration

no code implementations ACL 2020 Sawsan Alqahtani, Ajay Mishra, Mona Diab

Such diacritics are often omitted in written text, increasing the number of possible pronunciations and meanings for a word.

Multi-Task Learning Part-Of-Speech Tagging

TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding

no code implementations16 Mar 2020 Zhiheng Huang, Peng Xu, Davis Liang, Ajay Mishra, Bing Xiang

Prior to the transformer era, bidirectional Long Short-Term Memory (BLSTM) has been the dominant modeling architecture for neural machine translation and question answering.

Machine Translation Natural Language Inference +5

Efficient Convolutional Neural Networks for Diacritic Restoration

no code implementations IJCNLP 2019 Sawsan Alqahtani, Ajay Mishra, Mona Diab

Diacritic restoration has gained importance with the growing need for machines to understand written texts.

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