Rudra Murthy

Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER

2018

Multilingual learning for Neural Named Entity Recognition (NNER) involves jointly training a neural network for multiple languages. Typically, the goal is improving the NER performance of one of the languages (the primary language) using the …

A Study of Efficacy of Cross-lingual Word Embeddings for Indian Languages

2020

Cross-lingual word embeddings have become ubiquitous for various NLP tasks. Existing literature primarily evaluate the quality of cross-lingual word embeddings on the task of Bilingual Lexicon Induction. They report very high accuracies for European languages. …