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Part-Of-Speech Tagging

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평가표: 15
보존된 평가 기록: 48

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

코드

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

https://github.com/mehdibenamorr/bert-positional-bias-ner

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Technical Report: Impact of Position Bias on Language Models in Token Classification

https://github.com/michiyasunaga/pos_adv

공식 코드

Robust Multilingual Part-of-Speech Tagging via Adversarial Training

https://github.com/mlrs/bertu

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Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese

https://github.com/modelscope/AdaSeq/tree/master/examples/babert

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Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling

https://github.com/mortezaro/mtl-disfluency-detection

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Re-framing Incremental Deep Language Models for Dialogue Processing with Multi-task Learning

https://github.com/mzapotoczny/dependency-parser

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Read, Tag, and Parse All at Once, or Fully-neural Dependency Parsing

https://github.com/neulab/cmu-multinlp

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Generalizing Natural Language Analysis through Span-relation Representations

https://github.com/nhhoang96/phonemic_xlingual

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Enhancing Cross-lingual Transfer via Phonemic Transcription Integration

https://github.com/nlp-uoregon/trankit

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Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing

https://github.com/nlpaueb/gr-nlp-toolkit

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GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek

https://github.com/nlpaueb/greek-bert

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GREEK-BERT: The Greeks visiting Sesame Street

https://github.com/npedrazzini/jPTDP-Early-Slavic

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Exploiting Cross-Dialectal Gold Syntax for Low-Resource Historical Languages: Towards a Generic Parser for Pre-Modern Slavic

https://github.com/openscilab/parsipy

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ParsiPy: NLP Toolkit for Historical Persian Texts in Python

https://github.com/qzc438-research/ontology-nlp

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How Does A Text Preprocessing Pipeline Affect Ontology Syntactic Matching?

https://github.com/racai-ai/romanian-distilbert

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Distilling the Knowledge of Romanian BERTs Using Multiple Teachers

https://github.com/rahular/robust-maml

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Minimax and Neyman-Pearson Meta-Learning for Outlier Languages

https://github.com/sEhsanTaher/Beheshti-NER

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Beheshti-NER: Persian Named Entity Recognition Using BERT

https://github.com/sebastianruder/learn-to-select-data

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Learning to select data for transfer learning with Bayesian Optimization

https://github.com/selimfirat/bilkent-turkish-writings-dataset

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VNLP: Turkish NLP Package

https://github.com/shabnam-b/reddit-pos-ensemble

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A Cross-Genre Ensemble Approach to Robust Reddit Part of Speech Tagging

https://github.com/shijie-wu/crosslingual-nlp

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Are All Languages Created Equal in Multilingual BERT?

https://github.com/shubham30vatsal/web-of-law

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Classification of US Supreme Court Cases using BERT-Based Techniques

https://github.com/shuhewang1998/gnn-sl

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GNN-SL: Sequence Labeling Based on Nearest Examples via GNN

https://github.com/sinovation/ZEN

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ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations

https://github.com/social-machines/tweebanknlp

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Annotating the Tweebank Corpus on Named Entity Recognition and Building NLP Models for Social Media Analysis

https://github.com/sonvx/word2vecVN

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VnCoreNLP: A Vietnamese Natural Language Processing Toolkit

https://github.com/statsmaths/cleanNLP

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A Tidy Data Model for Natural Language Processing using cleanNLP

https://github.com/stheid/SetPOS

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Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction

https://github.com/stripathi08/pos_cmism

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SMPOST: Parts of Speech Tagger for Code-Mixed Indic Social Media Text

https://github.com/strubell/LISA

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Linguistically-Informed Self-Attention for Semantic Role Labeling

https://github.com/subho406/OmniNet

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OmniNet: A unified architecture for multi-modal multi-task learning

https://github.com/successar/segment_influence_functions

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Influence Functions for Sequence Tagging Models

https://github.com/tarotis/building-an-endangered-language-resource-in-the-classroom

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Building an Endangered Language Resource in the Classroom: Universal Dependencies for Kakataibo

https://github.com/tosingithub/idesk

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Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms

https://github.com/tuvuumass/task-transferability

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Exploring and Predicting Transferability across NLP Tasks

https://github.com/ufal/legros

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Lexically Grounded Subword Segmentation

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