SOTAVerified

Language Identification

Language identification is the task of determining the language of a text.

Papers

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Showing 601–650 of 794 papers

TitleStatusHype
Transliteration for Low-Resource Code-Switching Texts: Building an Automatic Cyrillic-to-Latin Converter for Tatar—0
TuGeBiC: A Turkish German Bilingual Code-Switching Corpus—0
Turkish Native Language Identification—0
TwistBytes - Identification of Cuneiform Languages and German Dialects at VarDial 2019—0
Twitter Language Identification Of Similar Languages And Dialects Without Ground Truth—0
Twitter Universal Dependency Parsing for African-American and Mainstream American English—0
Two LRL \& Distractor Corpora from Web Information Retrieval and a Small Case Study in Language Identification without Training Corpora—0
Two-stage Training for Chinese Dialect Recognition—0
Typological Features for Multilingual Delexicalised Dependency Parsing—0
UJNLP at SemEval-2020 Task 12: Detecting Offensive Language Using Bidirectional Transformers—0
Universal and non-universal text statistics: Clustering coefficient for language identification—0
Universal Dependencies Treebank for Tatar: Incorporating Intra-Word Code-Switching Information—0
Unravelling Interlanguage Facts via Explainable Machine Learning—0
Unsupervised Code-Switching for Multilingual Historical Document Transcription—0
Unsupervised Deep Language and Dialect Identification for Short Texts—0
Unsupervised Feature Learning for Visual Sign Language Identification—0
Unsupervised neural adaptation model based on optimal transport for spoken language identification—0
Unsupervised Personality-Aware Language Identification—0
Unsupervised Preference-Aware Language Identification—0
UNT Linguistics at SemEval-2020 Task 12: Linear SVC with Pre-trained Word Embeddings as Document Vectors and Targeted Linguistic Features—0
Uralic Language Identification (ULI) 2020 shared task dataset and the Wanca 2017 corpus—0
Uralic Language Identification (ULI) 2020 shared task dataset and the Wanca 2017 corpora—0
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors—0
Using Classifier Features to Determine Language Transfer on Morphemes—0
Using Maximum Entropy Models to Discriminate between Similar Languages and Varieties—0
Using N-gram and Word Network Features for Native Language Identification—0
Using Other Learner Corpora in the 2013 NLI Shared Task—0
Using Shallow Syntactic Features to Measure Influences of L1 and Proficiency Level in EFL Writings—0
Using Social Networks to Improve Language Variety Identification with Neural Networks—0
Utterance-level end-to-end language identification using attention-based CNN-BLSTM—0
Validating and Exploring Large Geographic Corpora—0
Vanilla Classifiers for Distinguishing between Similar Languages—0
VarClass: An Open-source Language Identification Tool for Language Varieties—0
VAST: A Corpus of Video Annotation for Speech Technologies—0
Vector Space Model as Cognitive Space for Text Classification—0
Vers la correction automatique de textes bruit\'es: Architecture g\'en\'erale et d\'etermination de la langue d'un mot inconnu (Towards Automatic Spell-Checking of Noisy Texts : General Architecture and Language Identification for Unknown Words) [in French]—0
Visual Script and Language Identification—0
Vocabulary-Based Language Similarity using Web Corpora—0
VOXLINGUA107: A DATASET FOR SPOKEN LANGUAGE RECOGNITION—0
VTEX System Description for the NLI 2013 Shared Task—0
Wavelet Scattering Transform for Improving Generalization in Low-Resourced Spoken Language Identification—0
When Sparse Traditional Models Outperform Dense Neural Networks: the Curious Case of Discriminating between Similar Languages—0
Whispy: Adapting STT Whisper Models to Real-Time Environments—0
WLV-RIT at HASOC-Dravidian-CodeMix-FIRE2020: Offensive Language Identification in Code-switched YouTube Comments—0
WOLI at SemEval-2020 Task 12: Arabic Offensive Language Identification on Different Twitter Datasets—0
Word-Level Language Identification and Predicting Codeswitching Points in Swahili-English Language Data—0
Word-level Language Identification in Bi-lingual Code-switched Texts—0
Word Level Language Identification in English Telugu Code Mixed Data—0
Word Level Language Identification in Online Multilingual Communication—0
Word-level Language Identification using CRF: Code-switching Shared Task Report of MSR India System—0
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All datasetsVOXLINGUA107GlotLID-CNordic Language IdentificationOpenSubtitlesUniversal DependenciesVoxForge

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1wav2vec 2.0 LV-60KError rate7.2—Unverified
2XLS-RError rate5.7—Unverified
#ModelMetricClaimedVerifiedStatus
1GlotLIDMacro F10.98—Unverified
#ModelMetricClaimedVerifiedStatus
1FastTextAccuracy0.97—Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy91.37—Unverified
#ModelMetricClaimedVerifiedStatus
1Apple bi-LSTMAccuracy86.93—Unverified
#ModelMetricClaimedVerifiedStatus
1ConformerG-PAccuracy99.8—Unverified