SOTAVerified

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

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Showing 1–10 of 990 papers

TitleStatusHype
Step-by-step Instructions and a Simple Tabular Output Format Improve the Dependency Parsing Accuracy of LLMsCode0
FiLLM -- A Filipino-optimized Large Language Model based on Southeast Asia Large Language Model (SEALLM)—0
On Multilingual Encoder Language Model Compression for Low-Resource Languages—0
A Comparative Analysis of Static Word Embeddings for HungarianCode0
myNER: Contextualized Burmese Named Entity Recognition with Bidirectional LSTM and fastText Embeddings via Joint Training with POS TaggingCode0
Foundations and Evaluations in NLP—0
COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing—0
A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950—0
Untangling the Influence of Typology, Data and Model Architecture on Ranking Transfer Languages for Cross-Lingual POS Tagging—0
ParsiPy: NLP Toolkit for Historical Persian Texts in PythonCode1
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All datasetsPenn TreebankUDRitterUD2.5 testARKTweebankSocial mediaANTILLESDaNEFrench GSDMorphosyntactic-analysis-datasetParTUT

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PretRandAccuracy91.46—Unverified
2GATEAccuracy88.69—Unverified