| Resource-Aware Arabic LLM Creation: Model Adaptation, Integration, and Multi-Domain Testing | Dec 23, 2024 | ArabicMMLUDialect Identification | CodeCode Available | 1 |
| ArTST: Arabic Text and Speech Transformer | Oct 25, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| GlotLID: Language Identification for Low-Resource Languages | Oct 24, 2023 | Dialect IdentificationLanguage Identification | CodeCode Available | 1 |
| A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model | May 18, 2023 | DecoderDialect Identification | CodeCode Available | 1 |
| Dynamic Multi-scale Convolution for Dialect Identification | Aug 2, 2021 | Dialect Identification | CodeCode Available | 1 |
| AraCOVID19-MFH: Arabic COVID-19 Multi-label Fake News and Hate Speech Detection Dataset | May 7, 2021 | ArticlesDialect Identification | CodeCode Available | 1 |
| Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments | Oct 10, 2020 | Dialect IdentificationLanguage Modeling | CodeCode Available | 1 |
| Multi-Dialect Arabic BERT for Country-Level Dialect Identification | Jul 10, 2020 | Dialect IdentificationLanguage Modeling | CodeCode Available | 1 |
| CAMeL Tools: An Open Source Python Toolkit for Arabic Natural Language Processing | May 1, 2020 | Arabic Sentiment AnalysisArabic Text Diacritization | CodeCode Available | 1 |
| Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification | May 30, 2025 | Dialect IdentificationVoice Conversion | —Unverified | 0 |
| HiTZ at VarDial 2025 NorSID: Overcoming Data Scarcity with Language Transfer and Automatic Data Annotation | Dec 13, 2024 | Dialect IdentificationIntent Detection | —Unverified | 0 |
| Multi-Dialect Vietnamese: Task, Dataset, Baseline Models and Challenges | Oct 4, 2024 | Dialect IdentificationDiversity | CodeCode Available | 0 |
| AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs | Sep 17, 2024 | Dialect IdentificationDiversity | —Unverified | 0 |
| Literary and Colloquial Dialect Identification for Tamil using Acoustic Features | Aug 27, 2024 | Automatic Speech RecognitionDialect Identification | —Unverified | 0 |
| Literary and Colloquial Tamil Dialect Identification | Aug 25, 2024 | Dialect Identificationspeech-recognition | —Unverified | 0 |
| dzNLP at NADI 2024 Shared Task: Multi-Classifier Ensemble with Weighted Voting and TF-IDF Features | Jul 18, 2024 | Dialect Identification | —Unverified | 0 |
| NADI 2024: The Fifth Nuanced Arabic Dialect Identification Shared Task | Jul 6, 2024 | Dialect IdentificationMachine Translation | —Unverified | 0 |
| Exploiting Dialect Identification in Automatic Dialectal Text Normalization | Jul 3, 2024 | Dialect IdentificationText Normalization | —Unverified | 0 |
| Exploring Energy-Based Models for Out-of-Distribution Detection in Dialect Identification | Jun 26, 2024 | Dialect IdentificationOut-of-Distribution Detection | —Unverified | 0 |
| Towards Zero-Shot Text-To-Speech for Arabic Dialects | Jun 24, 2024 | Dialect IdentificationSpeech Synthesis | —Unverified | 0 |
| Low-resource speech recognition and dialect identification of Irish in a multi-task framework | May 2, 2024 | DecoderDialect Identification | —Unverified | 0 |
| Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data | Mar 19, 2024 | ArticlesDialect Identification | CodeCode Available | 0 |
| USTHB at NADI 2023 shared task: Exploring Preprocessing and Feature Engineering Strategies for Arabic Dialect Identification | Dec 16, 2023 | Dialect IdentificationFeature Engineering | —Unverified | 0 |
| Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification | Dec 12, 2023 | Automatic Speech RecognitionDialect Identification | —Unverified | 0 |
| Mavericks at NADI 2023 Shared Task: Unravelling Regional Nuances through Dialect Identification using Transformer-based Approach | Nov 30, 2023 | Dialect IdentificationMulti-class Classification | —Unverified | 0 |
| NADI 2023: The Fourth Nuanced Arabic Dialect Identification Shared Task | Oct 24, 2023 | Dialect IdentificationMachine Translation | —Unverified | 0 |
| Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification | Oct 20, 2023 | Dialect IdentificationMulti-Label Classification | CodeCode Available | 0 |
| ALDi: Quantifying the Arabic Level of Dialectness of Text | Oct 20, 2023 | ArticlesDialect Identification | CodeCode Available | 0 |
| Yet Another Model for Arabic Dialect Identification | Oct 20, 2023 | Dialect Identificationmodel | —Unverified | 0 |
| VoxArabica: A Robust Dialect-Aware Arabic Speech Recognition System | Oct 17, 2023 | Arabic Speech RecognitionAutomatic Speech Recognition | —Unverified | 0 |
| Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition | Oct 17, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| RoDia: A New Dataset for Romanian Dialect Identification from Speech | Sep 6, 2023 | Dialect IdentificationSpeaker Verification | CodeCode Available | 0 |
| Unsupervised Out-of-Distribution Dialect Detection with Mahalanobis Distance | Aug 9, 2023 | ClassificationDialect Identification | —Unverified | 0 |
| Towards spoken dialect identification of Irish | Jul 14, 2023 | Dialect IdentificationLanguage Identification | —Unverified | 0 |
| On the Robustness of Arabic Speech Dialect Identification | Jun 1, 2023 | Dialect IdentificationSelf-Supervised Learning | —Unverified | 0 |
| STT4SG-350: A Speech Corpus for All Swiss German Dialect Regions | May 30, 2023 | AllAutomatic Speech Recognition | —Unverified | 0 |
| DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules | May 22, 2023 | Dialect Identification | CodeCode Available | 0 |
| North Sámi Dialect Identification with Self-supervised Speech Models | May 19, 2023 | Dialect Identification | CodeCode Available | 0 |
| Two-stage Pipeline for Multilingual Dialect Detection | Mar 6, 2023 | ClassificationDialect Identification | CodeCode Available | 0 |
| SAIDS: A Novel Approach for Sentiment Analysis Informed of Dialect and Sarcasm | Jan 6, 2023 | Dialect IdentificationLanguage Modelling | —Unverified | 0 |
| FreCDo: A Large Corpus for French Cross-Domain Dialect Identification | Dec 15, 2022 | Dialect Identification | CodeCode Available | 0 |
| Camelira: An Arabic Multi-Dialect Morphological Disambiguator | Nov 30, 2022 | Dialect IdentificationMorphological Disambiguation | —Unverified | 0 |
| A Benchmark Study of Contrastive Learning for Arabic Social Meaning | Oct 22, 2022 | Contrastive LearningDialect Identification | CodeCode Available | 0 |
| NADI 2022: The Third Nuanced Arabic Dialect Identification Shared Task | Oct 18, 2022 | Dialect IdentificationSentiment Analysis | CodeCode Available | 0 |
| Transfer Learning Improves French Cross-Domain Dialect Identification: NRC @ VarDial 2022 | Oct 1, 2022 | Dialect IdentificationLanguage Modeling | —Unverified | 0 |
| Italian Language and Dialect Identification and Regional French Variety Detection using Adaptive Naive Bayes | Oct 1, 2022 | Dialect IdentificationLanguage Identification | CodeCode Available | 0 |
| Findings of the VarDial Evaluation Campaign 2022 | Oct 1, 2022 | Dialect IdentificationExtractive Question-Answering | CodeCode Available | 0 |
| German Dialect Identification and Mapping for Preservation and Recovery | Jun 1, 2022 | Dialect Identification | —Unverified | 0 |
| Hierarchical Aggregation of Dialectal Data for Arabic Dialect Identification | Jun 1, 2022 | Dialect Identification | —Unverified | 0 |
| Dialects Identification of Armenian Language | Jun 1, 2022 | Dialect IdentificationLanguage Identification | —Unverified | 0 |