Exploration of Cross-lingual Summarization for Kannada-EnglishLanguage Pair
Vinayaka R Kamath, Rachana Aithal K R, Vennela K, Mamatha Hr
Abstract
Cross-lingual summarization(CLS) is the process of generating a summary in one particular language for a source document in a different language. Low resource languages like Kannada greatly benefit from such systems because they help in delivering a concise representation of the same information in a different popular language. We propose a novel dataset generation pipeline and a first of its kind dataset that will aid in CLS for Kannada-English language pair. This work is also an attempt to inspect the existing systems and extend them to the Kannada-English language pair using our dataset.- Anthology ID:
- 2020.icon-main.18
- Volume:
- Proceedings of the 17th International Conference on Natural Language Processing (ICON)
- Month:
- December
- Year:
- 2020
- Address:
- Indian Institute of Technology Patna, Patna, India
- Editors:
- Pushpak Bhattacharyya, Dipti Misra Sharma, Rajeev Sangal
- Venue:
- ICON
- SIG:
- Publisher:
- NLP Association of India (NLPAI)
- Note:
- Pages:
- 144–148
- Language:
- URL:
- https://aclanthology.org/2020.icon-main.18
- DOI:
- Cite (ACL):
- Vinayaka R Kamath, Rachana Aithal K R, Vennela K, and Mamatha Hr. 2020. Exploration of Cross-lingual Summarization for Kannada-EnglishLanguage Pair. In Proceedings of the 17th International Conference on Natural Language Processing (ICON), pages 144–148, Indian Institute of Technology Patna, Patna, India. NLP Association of India (NLPAI).
- Cite (Informal):
- Exploration of Cross-lingual Summarization for Kannada-EnglishLanguage Pair (R Kamath et al., ICON 2020)
- PDF:
- https://preview.aclanthology.org/bionlp-24-ingestion/2020.icon-main.18.pdf
- Data
- NEWSROOM