Tasks/Summarization
Summarization
সারাংশকরণAbstractive and extractive summarization of Bangla news and documents.
3 datasets·25 papers
| Dataset | Size | License | Year ▾ | Source paper | Link |
|---|---|---|---|---|---|
BanglaCHQ-Summ Abstractive summarization dataset for Bangla consumer health questions. | 2,350 pairs | CC BY-NC-SA 4.0 | 2023 | BanglaCHQ-Summ (BLP 2023) | ✓ verified 2026-07-19 |
XL-Sum (bn) Professional article–summary pairs from BBC Bangla. | 10,126 articles | CC BY-NC-SA 4.0 | 2021 | XL-Sum (Findings ACL 2021) | ✓ verified 2026-06-28 |
BANSData News summarization pairs crawled from Bangla dailies. | 19,096 pairs | Research only | 2021 | Bangla abstractive news summarization | ✓ verified 2026-02-20 |
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2026Abstractive Summarization of Bengali Academic Videos Based on Audio SubtitlesDeya et al.Findings EACL2026BanglaSummEval: Reference-Free Factual Consistency Evaluation for Bangla SummarizationRafid et al.LoResLM2025A Comprehensive Text Optimization Approach to Bangla SummarizationHaider et al.BLP @ IJCNLP-AACL2025Abstractive Text Summarization for Bangla Language Using NLP and Machine Learning ApproachesMiazee et al.arXiv2025BeliN: A Novel Corpus for Bengali Religious News Headline Generation using Contextual Feature FusionOsama et al.arXiv2025Bengali ChartSumm: A Benchmark Dataset and study on feasibility of Large Language Models on Bengali Chart to Text SummarizationTanjila et al.First Workshop on Challenges in Processing South Asian Languages2025MultiBanAbs: A Comprehensive Multi-Domain Bangla Abstractive Text Summarization DatasetFerdous et al.arXiv2025Performance Evaluation of Large Language Models in Bangla Consumer Health Query SummarizationAbrar et al.arXiv2025A Review of the State-of-the-Art Techniques and Analysis of Transformers for Bengali Text SummarizationMobin et al.Big Data and Cognitive Computing2024A Novel Word Pair-based Gaussian Sentence Similarity Algorithm For Bengali Extractive Text SummarizationMorshed et al.arXiv2024Analyzing the Effects of Transcription Errors on Summary Generation of Bengali Spoken DocumentsChowdhury et al.ACM Transactions on Asian and Low-Resource Language Information Processing2023BanglaCHQ-Summ: An Abstractive Summarization Dataset for Medical Queries in Bangla Conversational SpeechKhan et al.BLP @ EMNLP2023Rank Your Summaries: Enhancing Bengali Text Summarization via Ranking-based ApproachShahariar et al.arXiv2023Shironaam: Bengali News Headline Generation using Auxiliary InformationAkash et al.EACL2023Tackling Fake News in Bengali: Unraveling the Impact of Summarization vs. Augmentation on Pre-trained Language ModelsChowdhury et al.arXiv2022Unsupervised Bengali Text Summarization Using Sentence Embedding and Spectral ClusteringRoychowdhury et al.ICON2022Construction of an Automatic Bengali Text Summarizer Using Machine Learning ApproachesJahan et al.Journal of Data Analysis and Information Processing2021Unsupervised Abstractive Summarization of Bengali Text DocumentsChowdhury et al.EACL2021XL-Sum: Large-Scale Multilingual Abstractive Summarization for 44 LanguagesHasan et al. · BBC Bangla summarization subset.Findings ACL2020Approaches and Trends of Automatic Bangla Text SummarizationHaque et al.International Journal of Technology Diffusion2019Automatic Text Summarization For Bengali Language Including Grammatical AnalysisSikder et al.International journal of scientific and technology research2018A Rule Based Extractive Text Summarization Technique for Bangla News DocumentsGhosh et al.International Journal of Modern Education and Computer Science2017An Innovative Approach of Bangla Text Summarization by Introducing Pronoun Replacement and Improved Sentence RankingHaqueJournal of Information Processing Systems2014A Keyphrase-Based Approach to Text Summarization for English and Bengali DocumentsSarkarInternational Journal of Technology Diffusion2010Topic-Based Bengali Opinion SummarizationDas et al.COLING