Papers by Yash Verma
MAKED: Multi-lingual Automatic Keyword Extraction Dataset (2022.lrec-1)
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| Challenge: | a large dataset of news articles spanning 20 languages is lacking for keyword extraction. |
| Approach: | They propose a large-scale multi-lingual keyword extraction dataset for 11 of 20 languages . authors believe it will help advance the field of automatic keyword extraction . |
| Outcome: | The proposed dataset is the first for 11 of 20 languages and is based on 540K+ news articles from the BBC News network. |
Large Scale Multi-Lingual Multi-Modal Summarization Dataset (2023.eacl-main)
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| Challenge: | a large dataset of document-image pairs and annotated multi-modal summarization data is needed for multi-lingual modeling . encoder-decoder models represent information comprising multiple modalities. |
| Approach: | They propose to use a multi-lingual summarization dataset to analyze multi-modal summarizing using multi-linguistic annotated data. |
| Outcome: | The proposed dataset is the largest multi-lingual multi-modal summarization dataset for 13 languages and consists of cross-lingual summarizing data for 2 languages. |