mlsanityData to 14 Oct 2026

BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset

arXiv 2210.05109 ↗First posted 11 Oct 2022cs.CLcited by 15

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Abstract (arXiv)

In this work, we present BanglaParaphrase, a high-quality synthetic Bangla Paraphrase dataset curated by a novel filtering pipeline. We aim to take a step towards alleviating the low resource status of the Bangla language in the NLP domain through the introduction of BanglaParaphrase, which ensures quality by preserving both semantics and diversity, making it particularly useful to enhance other Bangla datasets. We show a detailed comparative analysis between our dataset and models trained on it with other existing works to establish the viability of our synthetic paraphrase data generation pipeline. We are making the dataset and models publicly available at https://github.com/csebuetnlp/banglaparaphrase to further the state of Bangla NLP.

Key facts. Cited by 15 papers in the map (data through 14 Oct 2026). Builds on 22 of its 37 references that are in the map. First posted on arXiv 11 Oct 2022.

Builds on

22 of 37 references.

References · 22

  1. 2018BERT: Pre-training of Deep Bidirectional Transformers for Language Understandingcited by 40,399
  2. 2019BERTScore: Evaluating Text Generation with BERTcited by 5,512
  3. 2019Unsupervised Cross-lingual Representation Learning at Scalecited by 3,935
  4. 2020mT5: A massively multilingual pre-trained text-to-text transformercited by 1,818
  5. 2018A Call for Clarity in Reporting BLEU Scorescited by 1,799
  6. 2018Hierarchical Neural Story Generationcited by 1,193
  7. 2020The State and Fate of Linguistic Diversity and Inclusion in the NLP Worldcited by 798
  8. 2020Language-agnostic BERT Sentence Embeddingcited by 627
  9. 2021XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 Languagescited by 347
  10. 2020Reformulating Unsupervised Style Transfer as Paraphrase Generationcited by 183
  11. 2021Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic Languagescited by 136
  12. 2021BanglaBERT: Language Model Pretraining and Benchmarks for Low-Resource Language Understanding Evaluation in Banglacited by 125
10 more
  1. 2020Not Low-Resource Anymore: Aligner Ensembling, Batch Filtering, and New Datasets for Bengali-English Machine Translationcited by 53
  2. 2017Learning to Paraphrase for Question Answeringcited by 46
  3. 2020Paraphrase Augmented Task-Oriented Dialog Generationcited by 43
  4. 2022GEMv2: Multilingual NLG Benchmarking in a Single Line of Codecited by 36
  5. 2018Open Subtitles Paraphrase Corpus for Six Languagescited by 24
  6. 2020Unsupervised Dual Paraphrasing for Two-stage Semantic Parsingcited by 20
  7. 2020Unsupervised Paraphrasing with Pretrained Language Modelscited by 15
  8. 2021Finnish Paraphrase Corpuscited by 10
  9. 2020Simple or Complex? Learning to Predict Readability of Bengali Textscited by 6
  10. 2021AUGVIC: Exploiting BiText Vicinity for Low-Resource NMTcited by 4

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2023: 3; 2024: 7; 2025: 4; 2026: 1.

15 papers.

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  1. 2024Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Biascited by 13
  2. 2024Too Late to Train, Too Early To Use? A Study on Necessity and Viability of Low-Resource Bengali LLMscited by 7
  3. 2024An Empirical Study of Gendered Stereotypes in Emotional Attributes for Bangla in Multilingual Large Language Modelscited by 5
  4. 2024An Empirical Study on the Characteristics of Bias upon Context Length Variation for Banglacited by 4
  5. 2024A Comparative Analysis of Noise Reduction Methods in Sentiment Analysis on Noisy Bangla Textscited by 3
  6. 2023On Evaluation of Bangla Word Analogiescited by 2
  7. 2023Tackling Fake News in Bengali: Unraveling the Impact of Summarization vs. Augmentation on Pre-trained Language Modelscited by 2
  8. 2025BanglaByT5: Byte-Level Modelling for Banglacited by 2
  9. 2024BanglaEmbed: Efficient Sentence Embedding Models for a Low-Resource Language Using Cross-Lingual Distillation Techniquescited by 1
  10. 2025MahaParaphrase: A Marathi Paraphrase Detection Corpus and BERT-based Modelscited by 1
  11. 2025Explainable Semantic Text Relations: A Question-Answering Framework for Comparing Document Contentcited by 1
  12. 2023Bengali Fake Reviews: A Benchmark Dataset and Detection Systemcited by 0
3 more
  1. 2024Leveraging LLMs for Bangla Grammar Error Correction:Error Categorization, Synthetic Data, and Model Evaluationcited by 0
  2. 2025How Effectively Can BERT Models Interpret Context and Detect Bengali Communal Violent Text?cited by 0
  3. 2026To What Extent Do Large Language Models Understand Bangla Idioms?cited by 0