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Home/Models/AI4Bharat - MultiIndic Model for Unified Question Generation

AI4Bharat - MultiIndic Model for Unified Question Generation

MultiIndicQuestionGenerationUnified is a multilingual, sequence-to-sequence pre-trained model fine-tuned on the IndicQuestionGeneration dataset for question generation across 11 Indian languages.

About Model

MultiIndicQuestionGenerationUnified is a sequence-to-sequence pre-trained model based on IndicBART, fine-tuned on the IndicQuestionGeneration dataset, supporting 11 Indian languages: Hindi, Marathi, Punjabi, Tamil, Telugu, Bengali, Gujarati etc.. Smaller than mBART and mT5, it is computationally efficient for fine-tuning and decoding. Trained on 770K examples, all languages are represented in Devanagari script, facilitating transfer learning among related languages and enhancing performance for question generation tasks in Indian languages.

AI4Bharat - MultiIndic Model for Unified Question Generation

Metadata Metadata

MIT

Aman Kumar, Himani Shrotriya, Prachi Sahu, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Amogh Mishra, Mitesh M. Khapra, Pratyush Kumar

Text Generation

N.A.

Open

AI4Bharat

Sector Agnostic

21/02/25 13:20:51

Nikhil Narasimhan

0

Activity Overview Activity Overview

  • Downloads0
  • Redirect 6
  • Views 156
  • File Size 0

Tags Tags

  • Question Generation
  • Text Generation
  • AI4Bharat
  • NLP
  • Deep Learning
  • Multilingual

License Control License Control

MIT

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