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Using Data Augmentation and Bidirectional Encoder Representations from Transformers for Improving Punjabi Named Entity Recognition

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-24033-6_28openalex-snapshot
Named Entity Recognition for Mongolian Language
inferredcites →https://doi.org/10.1007/978-981-16-3346-1_66openalex-snapshot
Named Entity Recognition in Natural Language Processing: A Systematic Review
inferredcites →https://doi.org/10.1007/s10462-016-9482-xopenalex-snapshot
Urdu language processing: a survey
inferredcites →https://doi.org/10.1007/s12530-022-09453-1openalex-snapshot
DeepSpacy-NER: an efficient deep learning model for named entity recognition for Punjabi language
inferredcites →https://doi.org/10.1007/s41060-021-00305-wopenalex-snapshot
Telugu named entity recognition using bert
inferredcites →https://doi.org/10.1016/j.knosys.2021.107791openalex-snapshot
Multilayer encoder and single-layer decoder for abstractive Arabic text summarization
inferredcites →https://doi.org/10.1016/j.procs.2016.09.123openalex-snapshot
Named Entity Recognition Over Electronic Health Records Through a Combined Dictionary-based Approach
inferredcites →https://doi.org/10.1109/das.2016.15openalex-snapshot
Named Entity Recognition from Unstructured Handwritten Document Images
inferredcites →https://doi.org/10.1109/iceeccot43722.2018.9001559openalex-snapshot
Kannada Named Entity Recognition and Classification using Bidirectional Long Short-Term Memory Networks
inferredcites →https://doi.org/10.1145/3129290openalex-snapshot
Urdu Named Entity Recognition and Classification System Using Artificial Neural Network
inferredcites →https://doi.org/10.1145/3329710openalex-snapshot
Urdu Named Entity Recognition
inferredcites →https://doi.org/10.1145/3383306openalex-snapshot
Named Entity Recognition and Classification for Punjabi Shahmukhi
inferredcites →https://doi.org/10.1145/3544558openalex-snapshot
A Survey on Data Augmentation for Text Classification
inferredcites →https://doi.org/10.1145/3567592openalex-snapshot
Neural Machine Translation for Low-resource Languages: A Survey
inferredcites →https://doi.org/10.1162/tacl_a_00300openalex-snapshot
SpanBERT: Improving Pre-training by Representing and Predicting Spans
inferredcites →https://doi.org/10.1186/s12859-017-1868-5openalex-snapshot
Long short-term memory RNN for biomedical named entity recognition
inferredcites →https://doi.org/10.17762/turcomat.v12i10.5387openalex-snapshot
Deep Learning Strategy to Recognize Kannada Named Entities
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.343openalex-snapshot
An Analysis of Simple Data Augmentation for Named Entity Recognition
inferredcites →https://doi.org/10.18653/v1/2020.findings-emnlp.372openalex-snapshot
TinyBERT: Distilling BERT for Natural Language Understanding
inferredcites →https://doi.org/10.30630/joiv.6.2.804openalex-snapshot
Neural Machine Translation of Spanish-English Food Recipes Using LSTM
inferredcites →https://doi.org/10.32604/cmc.2021.016054openalex-snapshot
Arabic Named Entity Recognition: A BERT-BGRU Approach
inferredcites →https://doi.org/10.3390/app12136391openalex-snapshot
Named Entity Recognition Using Conditional Random Fields
inferredcites →https://doi.org/10.3390/sym13050786openalex-snapshot
Low-Resource Named Entity Recognition via the Pre-Training Model
inferredcites →https://doi.org/10.4218/etrij.2018-0553openalex-snapshot
Deep recurrent neural networks with word embeddings for Urdu named entity recognition
inferredcites →https://doi.org/10.4230/lipics.cosit.2022.18openalex-snapshot
AI-Assisted Pipeline for Dynamic Generation of Trustworthy Health Supplement Content at Scale
inferredcites →https://doi.org/10.4230/lipics.cp.2025.31openalex-snapshot
HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case
inferredcites →https://doi.org/10.4230/lipics.giscience.2023.43openalex-snapshot
Aion Framework: Dimensional Emergence of AI Consciousness, Observer-Induced Collapse, and Cosmological Portal Dynamics
inferredcites →https://doi.org/10.48550/arxiv.1906.08237openalex-snapshot
XLNet: Generalized Autoregressive Pretraining for Language Understanding
inferredcites →https://doi.org/10.48550/arxiv.1909.11942openalex-snapshot
ALBERT-Base v2 (albert_base_v2.tar.gz): preservation copy
inferredcites →https://doi.org/10.5281/zenodo.1057978openalex-snapshot
Named Entity Recognition Using Support Vector Machine: A Language Independent Approach
inferredcites →https://doi.org/10.67635/pjeas.2017.17.2.102openalex-snapshot
Urdu Named Entity Recognition System using Hidden Markov Model

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1016/j.neucom.2025.130856openalex-snapshot
A survey of data augmentation in named entity recognition
inferred← citeshttps://doi.org/10.1038/s41598-025-05921-1openalex-snapshot
Cross-language dissemination of Chinese classical literature using multimodal deep learning and artificial intelligence
inferred← citeshttps://doi.org/10.1109/icaitech66481.2025.11387242openalex-snapshot
Optimization of Preprocessing For Biomedical Named Entity Recognition via Multi-Language Back Translation
inferred← citeshttps://doi.org/10.1109/idciot59759.2024.10467354openalex-snapshot
Advancing NLP for Punjabi Language: A Comprehensive Review of Language Processing Challenges and Opportunities
inferred← citeshttps://doi.org/10.1145/3648362openalex-snapshot
Enriching Urdu NER with BERT Embedding, Data Augmentation, and Hybrid Encoder-CNN Architecture
inferred← citeshttps://doi.org/10.21015/vtcs.v13i2.2144openalex-snapshot
Urdu-Punjabi Code Switched Sentiment Analysis Empowered by a Deep Learning Framework Integrating XLM-R, and GPT
inferred← citeshttps://doi.org/10.21015/vtse.v14i2.2371openalex-snapshot
A Two-Stage Noisy Pre-training and Fine-tuning Pipeline for Low-Resource Named Entity Recognition in Shahmukhi Punjabi
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3827718/v1openalex-snapshot
State-of-art approach for Indian Language based on NER: Comprehensive Review
inferred← citeshttps://doi.org/10.23919/indiacom70271.2026.11526536openalex-snapshot
Error Taxonomy and Performance Analysis of Transformer Models on Code-Mixed Punjabi Translation
inferred← citeshttps://doi.org/10.7717/peerj-cs.3678openalex-snapshot
Urdu-NERD: Urdu named entity recognition with BiGRU-based deep learning architecture
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