IndicFinNLP

Dataset mentioned in the paper, "IndicFinNLP: Financial Natural Language Processing for Indian Languages".

Resources

Task-1 Metadata
-------------------

column name	explanation	example
indic	financial text in indic language	যা টাকায় ১০ কোটি টাকারও বেশি।
number_english	number present in indic text after translating it to English	10
number_indic	number present in indic text	১০
start_posn	starting position of the number in indic text	9
end_posn	ending position of the number in indic text	11
language	indic language in which the text is present (hindi/bengali/telugu)	bengali
magnitude	magnitude of the number	1

Task-2 Metadata
-------------------

column name	explanation	example
sentence_indic	financial text in indic language	2019 में, हवाई यात्रा हमारे अपने कार्बन फुटप्रिंट का लगभग 38 प्रतिशत थी।
label	sustainable or unsustainable	unsustainable
language	indic language	hindi

Task-3 Metadata
-------------------

column name	explanation	example
URL	url of the news title	https://www.esgtoday.com/abn-amro-to-align-lending-investment-portfolios-with-net-zero/
news_title_indic	news title in indic language	రుణాలను సమలేఖనం చేయడానికి, నికర సున్నాతో పెట్టుబడి దస్త్రాలను సమలేఖనం చేయడానికి ABN AMRO
ESG_Theme	ESG theme of the news title	climate change
language	indic language	telugu

@INPROCEEDINGS{ghosh2024,
  author={Ghosh, Sohom and Majhi, Arnab and Narayana, Aswartha and Naskar, Sudip Kumar},
  booktitle={Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)}, 
  title={IndicFinNLP: Financial Natural Language Processing for Indian Languages}, 
  month={05},
  year={2024},
  pages={9010–9018},
  url={https://aclanthology.org/2024.lrec-main.789/}
}