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POS Tagging

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코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://bitbucket.org/antonis/grikoresource

공식 코드

Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource

https://github.com/Abrar-Abir/CLEF2024task02

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Nullpointer at CheckThat! 2024: Identifying Subjectivity from Multilingual Text Sequence

https://github.com/AleksTk/seq-morph-tagger

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Modeling Composite Labels for Neural Morphological Tagging

https://github.com/Andrews2017/KINNEWS-and-KIRNEWS-Corpus

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KINNEWS and KIRNEWS: Benchmarking Cross-Lingual Text Classification for Kinyarwanda and Kirundi

https://github.com/CoNLL-UD-2017/LyS-FASTPARSE

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A non-projective greedy dependency parser with bidirectional LSTMs

https://github.com/GitYCC/g2pW

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g2pW: A Conditional Weighted Softmax BERT for Polyphone Disambiguation in Mandarin

https://github.com/HornHehhf/TAWT

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Weighted Training for Cross-Task Learning

https://github.com/Jacob-Zhou/FeatureCRFAE

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Bridging Pre-trained Language Models and Hand-crafted Features for Unsupervised POS Tagging

https://github.com/Jacob-Zhou/stack-parser

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Is POS Tagging Necessary or Even Helpful for Neural Dependency Parsing?

https://github.com/Jbar-ry/multilingual-parsing

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Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study

https://github.com/LeePleased/LeftmostSeg

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Neural Sequence Segmentation as Determining the Leftmost Segments

https://github.com/Nealcly/LAN

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Hierarchically-Refined Label Attention Network for Sequence Labeling

https://github.com/Pruthwik/CRF-Based-Kannada-POS-Tagger

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Building a Kannada POS Tagger Using Machine Learning and Neural Network Models

https://github.com/Pruthwik/Training-POS-Chunk-Tagger-Using-BILSTM

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Building a Kannada POS Tagger Using Machine Learning and Neural Network Models

https://github.com/RiTUAL-UH/cs_elmo

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From English to Code-Switching: Transfer Learning with Strong Morphological Clues

https://github.com/SUTDNLP/NNSegmentation

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Combining Discrete and Neural Features for Sequence Labeling

https://github.com/UKPLab/linspector

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LINSPECTOR: Multilingual Probing Tasks for Word Representations

https://github.com/VinAIResearch/PhoNLP

공식 코드

PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing

https://github.com/aakhundov/sequence-labeling

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Sequence Labeling: A Practical Approach

https://github.com/ayyoobimani/glp-pos

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Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging

https://github.com/bjerva/semantic-tagging

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Semantic Tagging with Deep Residual Networks

https://github.com/blazejdolicki/multilingual-analysis

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Analysing The Impact Of Linguistic Features On Cross-Lingual Transfer

https://github.com/boleima/topro

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ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks

https://github.com/boschresearch/adversarial_meta_embeddings

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FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations

https://github.com/bowphs/sigtyp-2024-hierarchical-transformers

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Heidelberg-Boston @ SIGTYP 2024 Shared Task: Enhancing Low-Resource Language Analysis With Character-Aware Hierarchical Transformers

https://github.com/bplank/bilstm-aux

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Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss

https://github.com/bplank/wnut-2017-pos-norm

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To Normalize, or Not to Normalize: The Impact of Normalization on Part-of-Speech Tagging

https://github.com/cambridgeltl/parameter-factorization

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Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages

https://github.com/conglei2xu/global-context-mechanism

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Supplementary Features of BiLSTM for Enhanced Sequence Labeling

https://github.com/dair-iitd/zgul

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ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters

https://github.com/datquocnguyen/BioNLP

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From POS tagging to dependency parsing for biomedical event extraction

https://github.com/datquocnguyen/BioPosDep

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From POS tagging to dependency parsing for biomedical event extraction

https://github.com/datquocnguyen/VnMarMoT

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From Word Segmentation to POS Tagging for Vietnamese

https://github.com/datquocnguyen/jPTDP

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A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing

https://github.com/deadcardassian/poscorefimpact

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J2N -- Nominal Adjective Identification and its Application

https://github.com/disk0Dancer/rubert-finetuned-pos

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POS-tagging to highlight the skeletal structure of sentences

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