| ParaNames 1.0: Creating an Entity Name Corpus for 400+ Languages using Wikidata | May 15, 2024 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Universal NER: A Gold-Standard Multilingual Named Entity Recognition Benchmark | Nov 15, 2023 | Cross-Lingual NERMultilingual Named Entity Recognition | CodeCode Available | 1 |
| Endowing Language Models with Multimodal Knowledge Graph Representations | Jun 27, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition | Mar 1, 2022 | Multilingual Named Entity RecognitionNamed Entity Recognition | CodeCode Available | 1 |
| WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER | Nov 1, 2021 | Domain AdaptationMultilingual Named Entity Recognition | CodeCode Available | 1 |
| Sources of Transfer in Multilingual Named Entity Recognition | May 2, 2020 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| RetrieveAll: A Multilingual Named Entity Recognition Framework with Large Language Models | May 25, 2025 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| WikiNER-fr-gold: A Gold-Standard NER Corpus | Oct 29, 2024 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| SandboxAQ's submission to MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval | Oct 28, 2024 | Information RetrievalMultilingual Named Entity Recognition | —Unverified | 0 |
| GEIC: Universal and Multilingual Named Entity Recognition with Large Language Models | Sep 17, 2024 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages | May 8, 2024 | Information RetrievalMachine Translation | —Unverified | 0 |
| SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2) | May 11, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition | May 5, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition using Knowledge Bases | Apr 20, 2023 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Countering Malicious Content Moderation Evasion in Online Social Networks: Simulation and Detection of Word Camouflage | Dec 27, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| DS4DH at SemEval-2022 Task 11: Multilingual Named Entity Recognition Using an Ensemble of Transformer-based Language Models | Jul 1, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| L3i at SemEval-2022 Task 11: Straightforward Additional Context for Multilingual Named Entity Recognition | Jul 1, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multilingual Named Entity Recognition for Medieval Charters Using Stacked Embeddings and Bert-based Models. | Jun 1, 2022 | HTRMultilingual Named Entity Recognition | —Unverified | 0 |
| Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 | Apr 11, 2022 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Language Clustering for Multilingual Named Entity Recognition | Nov 1, 2021 | ClusteringLanguage Identification | —Unverified | 0 |
| Multilingual Named Entity Recognition and Matching Using BERT and Dedupe for Slavic Languages | Apr 1, 2021 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| BSNLP2019 Shared Task Submission: Multisource Neural NER Transfer | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| TLR at BSNLP2019: A Multilingual Named Entity Recognition System | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Tuning Multilingual Transformers for Language-Specific Named Entity Recognition | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF | Jun 21, 2019 | Joint NER and ClassificationLanguage Modeling | CodeCode Available | 0 |
