Tasks/POS Tagging
POS Tagging
পদ চিহ্নিতকরণPart-of-speech tagging, treebanks, and morphological analysis for Bangla.
2 datasets·48 papers
| Dataset | Size | License | Year ▾ | Source paper | Link |
|---|---|---|---|---|---|
UD Bengali-BRU Treebank Tiny Universal Dependencies sample treebank with UPOS and dependency relations. Citation covers the UD 2.9 release, including this treebank. | 320 tokens / 56 sentences | CC BY-SA 4.0 | 2021 | Universal Dependencies (since v2.9) | ✓ verified 2026-08-23 |
SNLTR POS Corpus Classic manually tagged corpus, 40-tag tagset. | ~7,390 sentences | Research only | 2010 | Society for Natural Language Technology Research | ✓ verified 2026-07-20 |
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2026Morphological challenges in Bengali NLP: evaluating stemming techniques for improved text classification and efficiencyIslam et al.International Journal of Speech Technology2025Stemming -- The Evolution and Current State with a Focus on BanglaPaul et al.arXiv2025BanglaLem: A Transformer-based Bangla Lemmatizer with an Enhanced DatasetIslam et al.Systems and Soft Computing2024Bengali reduplication generation with finite-state transducers (FSTs)Barman et al.International Journal of Speech Technology2023BanLemma: A Word Formation Dependent Rule and Dictionary Based Bangla LemmatizerAfrin et al.Findings EMNLP2023Contextual Bangla Neural Stemmer: Finding Contextualized Root Word Representations for Bangla WordsFahim et al.BLP @ EMNLP2022Bengali and Magahi PUD Treebank and ParserMajumdar et al.LREC2022BaNeL: an encoder-decoder based Bangla neural lemmatizerIslam et al.SN Applied Sciences2022BaNeP: An End-to-End Neural Network Based Model for Bangla Parts-of-Speech TaggingOvi et al.IEEE Access2021Stochastic Approach of Parsing Bengali SentencesKhatun et al.GUB Journal of Science and Engineering2021Performance Evaluation of Part-of-Speech Tagging for Bengali TextPan et al.Journal of The Institution of Engineers (India) Series B2020A Rule Based Lightweight Bengali StemmerDas et al.ICON2019Dependency Parser for Bengali-English Code-Mixed Data enhanced with a Synthetic TreebankGhosh et al.International Workshop on Treebanks and Linguistic Theories2019Development of POS tagger for English-Bengali Code-Mixed dataRaha et al.ICON2018Developing the Bangla RST Discourse TreebankDas et al.LREC2017Annotated Bangla News Corpus and Lexicon Development with POS Tagging and StemmingChaudhury et al.Global Journal of Researches in Engineering2016A Neural Lemmatizer for BengaliChakrabarty et al.LREC2016Cross-lingual transfer parser from Hindi to Bengali using delexicalization and chunkingDas et al.ICON2016Development of a Bengali parser by cross-lingual transfer from HindiDas et al.WSSANLP2016Graph theoretic interpretation of Bangla traditional grammarKarmakar et al.ICON2016Syntax and Pragmatics of Conversation: A Case of BanglaKarmakar et al.ICON2016BenLem (A Bengali Lemmatizer) and Its Role in WSDChakrabarty et al.ACM Transactions on Asian and Low-Resource Language Information Processing2015Compositionality in Bangla Compound Verbs and their Processing in the Mental LexiconDasgupta et al.ICON2014Accurate Identification of the Karta (Subject) Relation in BanglaDhar et al.ICON2014Handling Plurality in Bengali Noun PhrasesBarik et al.ICON2014Making Verb Frames for Bangla Vector VerbsGhoshICON2014A dependency annotation scheme for Bangla treebankChatterji et al.Language Resources and Evaluation2014Parts of Speech Tagging in Bengali for MWEs DetectionJaynalAbedin et al.International Journal of Computer Applications2013On Application of Conditional Random Field in Stemming of Bengali Natural Language TextSarkar et al.WSSANLP2012A Hybrid Dependency Parser for BanglaDhar et al.ALR2012Automatic Extraction of Compound Verbs from Bangla CorporaMukhopadhayay et al.WSSANLP2012Evaluation of Two Bengali Dependency ParsersDas et al.WMT2012Modelling the Organization and Processing of Bangla Polymorphemic Words in the Mental Lexicon: A Computational ApproachDasgupta et al.COLING2011Recognizing Bangla Grammar Using Predictive ParserHasan et al.International Journal of Computer Science and Information Technology2010Automatic Extraction of Complex Predicates in BengaliDas et al.2010 Workshop on Multiword Expressions2010Clause Identification and Classification in BengaliGhosh et al.WSSANLP2010Identification of Reduplication in Bengali Corpus and their Semantic Analysis: A Rule Based ApproachChakraborty et al.2010 Workshop on Multiword Expressions2009Complex Linguistic Annotation -- No Easy Way Out! A Case from Bangla and Hindi POS Labeling TasksDandapat et al.LAW2009Development of a morphological analyser for BengaliFaridee et al.First International Workshop on Free/Open-Source Rule-Based Machine Translation2008Design of a Rule-based Stemmer for Natural Language Text in BengaliSarkar et al.IJCNLP2008Web-Based Bengali News Corpus for Lexicon Development and POS TaggingEkbal et al.Polibits2008Maximum Entropy Based Bengali Part of Speech TaggingEkbal et al.Research in computing science2007Evolution, Optimization, and Language Change: The Case of Bengali Verb InflectionsChoudhury et al.ACL2007Bottom-up context-sensitive algorithms for Bengali parser in natural language processingSarker et al.International Journal of Knowledge-based and Intelligent Engineering Systems2007Unsupervised morphological parsing of BengaliDasgupta et al.Computers and the Humanities2006Parsing Bengali textSahaUbiquity1998A "Generalized" Lexical Functional Grammar-Based Processing of an Indian Language — BanglaSengupta et al.International Journal of Pattern Recognition and Artificial Intelligence1997A Delayed Syntactic-Encoding-based LFG parsing strategy for an Indian Language -- BanglaSengupta et al.Computational Linguistics