Research Advances in Intelligent Computing

1RNN-Based Machine Translation for Indian Languages

Shashi Pal Singh and Ajai Kumar

AAIG, Center for Development of Advanced Computing Pune, India

Meenal Jain

Banasthali Vidyapith, Banasthali Rajasthan, India

DOI: 10.1201/9781003320340-1

CONTENTS

• 1.1 Introduction

• 1.2 Literature Survey

  • 1.2.1 RNN Encoder-Decoder

  • 1.2.2 Architecture

  • 1.2.3 Encoder

  • 1.2.4 Decoder

  • 1.2.5 Bidirectional Encoder

  • 1.2.6 Attention

  • 1.2.7 Word Embeddings

• 1.3 Methodology

  • 1.3.1 About

  • 1.3.2 Tools Used

  • 1.3.3 System Architecture

  • 1.3.4 Inference

  • 1.3.5 Searching Algorithms

  • 1.3.6 Calculating Loss

• 1.4 Test and Evaluation

• 1.5 Conclusion and Future Work

• References

1.1 Introduction

Machine translation (MT) is the technique used to translate between human languages. Many techniques ...