SOTAVerified

Language Identification

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

Papers

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Showing 351–375 of 794 papers

TitleStatusHype
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects—0
Improving Cuneiform Language Identification with BERT—0
Improving Informally Romanized Language Identification—0
Improving Language Identification for Multilingual Speakers—0
Improving Language Identification of Accented Speech—0
Improving Multilingual ASR in the Wild Using Simple N-best Re-ranking—0
Improving Multilingual Speech Models on ML-SUPERB 2.0: Fine-tuning with Data Augmentation and LID-Aware CTC—0
Improving Native Language Identification by Using Spelling Errors—0
Improving Native Language Identification with TF-IDF Weighting—0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—0
Improving the accuracy of pronunciation lexicon using Naive Bayes classifier with character n-gram as feature: for language classified pronunciation lexicon generation—0
Improving the Character Ngram Model for the DSL Task with BM25 Weighting and Less Frequently Used Feature Sets—0
Improving the exploitation of linguistic annotations in ELAN—0
Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set—0
Classifier Stacking for Native Language Identification—0
Incremental N-gram Approach for Language Identification in Code-Switched Text—0
Finnish Native Language Identification—0
Fine-Tuning Llama 2 Large Language Models for Detecting Online Sexual Predatory Chats and Abusive Texts—0
Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines—0
Indonesian-English Code-Switching Speech Synthesizer Utilizing Multilingual STEN-TTS and Bert LID—0
Influence of Mother Tongue on English Accent—0
Insights into End-to-End Learning Scheme for Language Identification—0
Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switching—0
Investigating Machine Learning Methods for Language and Dialect Identification of Cuneiform Texts—0
A Shallow Neural Network for Native Language Identification with Character N-grams—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