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Improving NER Tagging Performance in Low-Resource Languages via Multilingual Learning

https://doi.org/10.1145/3238797
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What this work says

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

inferredcites →https://doi.org/10.1007/978-3-319-75477-2_30openalex-snapshot
A Deep Learning Solution to Named Entity Recognition
inferredcites →https://doi.org/10.1007/978-3-642-40585-3_20openalex-snapshot
CRF-Based Czech Named Entity Recognizer and Consolidation of Czech NER Research
inferredcites →https://doi.org/10.1016/j.csl.2016.10.006openalex-snapshot
Multi-way, multilingual neural machine translation
inferredcites →https://doi.org/10.1109/78.650093openalex-snapshot
Bidirectional recurrent neural networks
inferredcites →https://doi.org/10.1145/2396761.2398506openalex-snapshot
Joint bilingual name tagging for parallel corpora
inferredcites →https://doi.org/10.1162/coli_a_00122openalex-snapshot
A Joint Model to Identify and Align Bilingual Named Entities
inferredcites →https://doi.org/10.1162/tacl_a_00051openalex-snapshot
Enriching Word Vectors with Subword Information
inferredcites →https://doi.org/10.1162/tacl_a_00065openalex-snapshot
Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation
inferredcites →https://doi.org/10.1162/tacl_a_00104openalex-snapshot
Named Entity Recognition with Bidirectional LSTM-CNNs
inferredcites →https://doi.org/10.1162/tacl_a_00165openalex-snapshot
Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning
inferredcites →https://doi.org/10.1609/aaai.v27i1.8617openalex-snapshot
Effective Bilingual Constraints for Semi-Supervised Learning of Named Entity Recognizers
inferredcites →https://doi.org/10.1609/aaai.v32i1.12006openalex-snapshot
Empower Sequence Labeling with Task-Aware Neural Language Model
inferredcites →https://doi.org/10.18653/v1/d16-1196openalex-snapshot
Orthographic Syllable as basic unit for SMT between Related Languages
inferredcites →https://doi.org/10.18653/v1/n16-1030openalex-snapshot
Neural Architectures for Named Entity Recognition
inferredcites →https://doi.org/10.18653/v1/n16-1155openalex-snapshot
Multilingual Language Processing From Bytes
inferredcites →https://doi.org/10.18653/v1/p16-1101openalex-snapshot
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
inferredcites →https://doi.org/10.18653/v1/p17-1161openalex-snapshot
Semi-supervised sequence tagging with bidirectional language models
inferredcites →https://doi.org/10.18653/v1/p17-1194openalex-snapshot
Semi-supervised Multitask Learning for Sequence Labeling
inferredcites →https://doi.org/10.18653/v1/w15-3904openalex-snapshot
Boosting Named Entity Recognition with Neural Character Embeddings
inferredcites →https://doi.org/10.3115/1073012openalex-snapshot
Proceedings of the 39th Annual Meeting on Association for Computational Linguistics - ACL '01
inferredcites →https://doi.org/10.3115/1075178openalex-snapshot
Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - ACL '03
inferredcites →https://doi.org/10.3115/1118853.1118877openalex-snapshot
Introduction to the CoNLL-2002 shared task
inferredcites →https://doi.org/10.3115/1119176.1119195openalex-snapshot
Introduction to the CoNLL-2003 shared task
inferredcites →https://doi.org/10.3115/1119176.1119202openalex-snapshot
Named entity recognition with long short-term memory
inferredcites →https://doi.org/10.3115/1596374.1596399openalex-snapshot
Design challenges and misconceptions in named entity recognition
inferredcites →https://doi.org/10.3115/v1/n15-3017openalex-snapshot
Brahmi-Net: A transliteration and script conversion system for languages of the Indian subcontinent
inferredcites →https://doi.org/10.3233/sw-140134openalex-snapshot
DBpedia – A large-scale, multilingual knowledge base extracted from Wikipedia
inferredcites →https://doi.org/10.4230/oasics.slate.2021.8openalex-snapshot
Bidirectional LSTM-CRF Models for Sequence Tagging
inferredcites →https://doi.org/10.48550/arxiv.1103.0398openalex-snapshot
Natural Language Processing (almost) from Scratch
inferredcites →https://doi.org/10.48550/arxiv.1405.0701openalex-snapshot
"Translation can't change a name": Using Multilingual Data for Named Entity Recognition
inferredcites →https://doi.org/10.48550/arxiv.1410.2455openalex-snapshot
BilBOWA: Fast Bilingual Distributed Representations without Word Alignments
inferredcites →https://doi.org/10.48550/arxiv.1603.06270openalex-snapshot
Multi-Task Cross-Lingual Sequence Tagging from Scratch
inferredcites →https://doi.org/10.63317/2sqns98azqd3openalex-snapshot
Billions of Parallel Words for Free: Building and Using the EU Bookshop Corpus
inferredcites →https://doi.org/10.63317/5iemtwcphgjmopenalex-snapshot
The TDIL Program and the Indian Langauge Corpora Intitiative (ILCI)

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-030-66777-1_11openalex-snapshot
Named Entity Recognition for Cultural Heritage Preservation
inferred← citeshttps://doi.org/10.1007/s40264-022-01176-1openalex-snapshot
Artificial Intelligence Based on Machine Learning in Pharmacovigilance: A Scoping Review
inferred← citeshttps://doi.org/10.1016/j.jksuci.2021.08.023openalex-snapshot
Integration of morphological features and contextual weightage using monotonic chunk attention for part of speech tagging
inferred← citeshttps://doi.org/10.1016/j.jksuci.2021.09.022openalex-snapshot
Hierarchical self attention based sequential labelling model for Bhojpuri, Maithili and Magahi languages
inferred← citeshttps://doi.org/10.1088/1757-899x/1116/1/012124openalex-snapshot
Neural Network Pun Material Identifiction Framework based on Artificial Intelligence Learning
inferred← citeshttps://doi.org/10.1088/1757-899x/1116/1/012125openalex-snapshot
Artificial Intelligence based Temporal Material Identification for Improving Qulaity of Service in Communication
inferred← citeshttps://doi.org/10.1109/aide64228.2025.10986810openalex-snapshot
Enhancing Out of Vocabulary(OOV) Token representation with Aggregated Conditional Random Fields model for Kannada NER
inferred← citeshttps://doi.org/10.1109/ic3i46837.2019.9055679openalex-snapshot
Embedding Framework for Identifying Ambiguous Words in Code-Mixed Social Media Text
inferred← citeshttps://doi.org/10.1109/icaaic56838.2023.10141204openalex-snapshot
Enhancing Low Resource NER using Assisting Language and Transfer Learning
inferred← citeshttps://doi.org/10.1109/icrito48877.2020.9197932openalex-snapshot
H-LSTM Framework for Temporal Information Retrieval in Code-Mixed Social Media Text
inferred← citeshttps://doi.org/10.1109/ictest60614.2024.10576183openalex-snapshot
Named Entity Recognition for Indic Languages: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1109/parc49193.2020.236634openalex-snapshot
Computational Intelligence for Temporal Expression Retrieval in Code-Mixed Text
inferred← citeshttps://doi.org/10.1145/3445965openalex-snapshot
Named Entity Recognition and Relation Extraction
inferred← citeshttps://doi.org/10.1145/3548457openalex-snapshot
A Survey on NLP Resources, Tools, and Techniques for Marathi Language Processing
inferred← citeshttps://doi.org/10.1145/3579164openalex-snapshot
Open-Domain Response Generation in Low-Resource Settings using Self-Supervised Pre-Training of Warm-Started Transformers
inferred← citeshttps://doi.org/10.1145/3580495openalex-snapshot
Filtering and Extended Vocabulary based Translation for Low-resource Language Pair of Sanskrit-Hindi
inferred← citeshttps://doi.org/10.18653/v1/2020.nuse-1.11openalex-snapshot
Extracting Message Sequence Charts from Hindi Narrative Text
inferred← citeshttps://doi.org/10.18653/v1/2022.semeval-1.213openalex-snapshot
CSECU-DSG at SemEval-2022 Task 11: Identifying the Multilingual Complex Named Entity in Text Using Stacked Embeddings and Transformer based Approach
inferred← citeshttps://doi.org/10.19139/soic-2310-5070-1631openalex-snapshot
Systematic Literature Review on Named Entity Recognition: Approach, Method, and Application
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/10.3390/info10060186openalex-snapshot
An Improved Word Representation for Deep Learning Based NER in Indian Languages
inferred← citeshttps://doi.org/10.36227/techrxiv.172952607.72423503/v1openalex-snapshot
Enhancing Named Entity Recognition in Low-Resource Dravidian Languages: A Comparative Analysis of Multilingual Learning and Transfer Learning Techniques
inferred← citeshttps://doi.org/10.48550/arxiv.2112.13800openalex-snapshot
"A Passage to India": Pre-trained Word Embeddings for Indian Languages
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