Part-Of-Speech Tagging

Part-of-speech tagging (POS tagging) is the task of tagging a word in a text with its part of speech. A part of speech is a category of words with similar grammatical properties. Common English parts of speech are noun, verb, adjective, adverb, pronoun, preposition, conjunction, etc.

Example:

| Vinken | , | 61 | years | old | | --- | ---| --- | --- | --- | | NNP | , | CD | NNS | JJ |

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1–10 of 990 papers

Title	Date	Tasks	Status	Hype
Step-by-step Instructions and a Simple Tabular Output Format Improve the Dependency Parsing Accuracy of LLMs	Jun 11, 2025	Dependency ParsingHallucination	CodeCode Available	0
FiLLM -- A Filipino-optimized Large Language Model based on Southeast Asia Large Language Model (SEALLM)	May 25, 2025	Dependency ParsingLanguage Modeling	—Unverified	0
On Multilingual Encoder Language Model Compression for Low-Resource Languages	May 22, 2025	Knowledge DistillationLanguage Modeling	—Unverified	0
A Comparative Analysis of Static Word Embeddings for Hungarian	May 12, 2025	named-entity-recognitionNamed Entity Recognition	CodeCode Available	0
myNER: Contextualized Burmese Named Entity Recognition with Bidirectional LSTM and fastText Embeddings via Joint Training with POS Tagging	Apr 5, 2025	named-entity-recognitionNamed Entity Recognition	CodeCode Available	0
Foundations and Evaluations in NLP	Apr 2, 2025	Boundary DetectionDependency Parsing	—Unverified	0
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing	Mar 27, 2025	Language Identificationnamed-entity-recognition	—Unverified	0
A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950	Mar 25, 2025	named-entity-recognitionNamed Entity Recognition	—Unverified	0
Untangling the Influence of Typology, Data and Model Architecture on Ranking Transfer Languages for Cross-Lingual POS Tagging	Mar 25, 2025	Cross-Lingual POS TaggingCross-Lingual Transfer	—Unverified	0
ParsiPy: NLP Toolkit for Historical Persian Texts in Python	Mar 22, 2025	LemmatizationPart-Of-Speech Tagging	CodeCode Available	1

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All datasets Penn Treebank UD Ritter UD2.5 test ARK Tweebank Social media ANTILLES DaNE French GSD Morphosyntactic-analysis-dataset ParTUT

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	SALE-BART encoder	Accuracy	98.15	—	Unverified
2	Meta BiLSTM	Accuracy	97.96	—	Unverified
3	Flair embeddings	Accuracy	97.85	—	Unverified
4	Char Bi-LSTM	Accuracy	97.78	—	Unverified
5	CVT + Multi-task	Accuracy	97.76	—	Unverified
6	SpanRel	Accuracy	97.7	—	Unverified
7	BiLSTM-LAN	Accuracy	97.65	—	Unverified
8	Adversarial Bi-LSTM	Accuracy	97.59	—	Unverified
9	IntNet + BiLSTM-CRF	Accuracy	97.58	—	Unverified
10	S-LSTM	Accuracy	97.55	—	Unverified