mlsanityData to 14 Oct 2026

EmoMix-3L: A Code-Mixed Dataset for Bangla-English-Hindi Emotion Detection

arXiv 2405.06922 ↗First posted 11 May 2024cs.CLcited by 2

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Abstract (arXiv)

Code-mixing is a well-studied linguistic phenomenon that occurs when two or more languages are mixed in text or speech. Several studies have been conducted on building datasets and performing downstream NLP tasks on code-mixed data. Although it is not uncommon to observe code-mixing of three or more languages, most available datasets in this domain contain code-mixed data from only two languages. In this paper, we introduce EmoMix-3L, a novel multi-label emotion detection dataset containing code-mixed data from three different languages. We experiment with several models on EmoMix-3L and we report that MuRIL outperforms other models on this dataset.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). Builds on 13 of its 35 references that are in the map. First posted on arXiv 11 May 2024.

Builds on

13 of 35 references.

References · 13

  1. 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,399
  2. 2019RoBERTa: A Robustly Optimized BERT Pretraining Approachcited by 13,372
  3. 2019DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lightercited by 4,307
  4. 2019Unsupervised Cross-lingual Representation Learning at Scalecited by 3,935
  5. 2021MuRIL: Multilingual Representations for Indian Languagescited by 179
  6. 2021BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Banglacited by 125
  7. 2021EmoBERTa: Speaker-Aware Emotion Recognition in Conversation with RoBERTacited by 60
  8. 2022L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Modelscited by 34
  9. 2019Emotion Detection and Analysis on Social Mediacited by 15
  10. 2023Offensive Language Identification in Transliterated and Code-Mixed Banglacited by 12
  11. 2023SentMix-3L: A Bangla-English-Hindi Code-Mixed Dataset for Sentiment Analysiscited by 7
  12. 2023OffMix-3L: A Novel Code-Mixed Dataset in Bangla-English-Hindi for Offensive Language Identificationcited by 5
1 more
  1. 2021Cross-Lingual Text Classification of Transliterated Hindi and Malayalamcited by 4

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2025: 1; 2026: 1.

2 papers.

  1. 2025Beyond Monolingual Assumptions: A Survey of Code-Switched NLP in the Era of Large Language Models across Modalitiescited by 5
  2. 2026Two Emojis of Difference: What Multilingual Affective Generation Benchmarks Actually Measurecited by 0