SOTAVerified

Language Identification

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

Papers

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Showing 626–650 of 794 papers

TitleStatusHype
POS Tagging of English-Hindi Code-Mixed Social Media Content—0
POS Tagging of Hindi-English Code Mixed Text from Social Media: Some Machine Learning Experiments—0
Predicting Code-switching in Multilingual Communication for Immigrant Communities—0
Predicting Foreign Language Usage from English-Only Social Media Posts—0
Pretraining Approaches for Spoken Language Recognition: TalTech Submission to the OLR 2021 Challenge—0
PRHLT-UPV at SemEval-2020 Task 12: BERT for Multilingual Offensive Language Detection—0
professionals@DravidianLangTech-EACL2021: Malayalam Offensive Language Identification - A Minimalistic Approach—0
Prompt Engineering Using GPT for Word-Level Code-Mixed Language Identification in Low-Resource Dravidian Languages—0
PUM at SemEval-2020 Task 12: Aggregation of Transformer-based models' features for offensive language recognition—0
Punctuation as Native Language Interference—0
Query log analysis with LangLog—0
Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English—0
Rapid Language Adaptation for Multilingual E2E Speech Recognition Using Encoder Prompting—0
Recognizing English Learners' Native Language from Their Writings—0
Reconstructing an Indo-European Family Tree from Non-native English Texts—0
Recursive Semantic Anchoring in ISO 639:2023: A Structural Extension to ISO/TC 37 Frameworks—0
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification—0
Reference Scope Identification in Citing Sentences—0
Regression or classification? Automated Essay Scoring for Norwegian—0
Rnn-transducer with language bias for end-to-end Mandarin-English code-switching speech recognition—0
RoBERTweet: A BERT Language Model for Romanian Tweets—0
Robust, Lexicalized Native Language Identification—0
Robust Open-Set Spoken Language Identification and the CU MultiLang Dataset—0
Robust Speech Representation Learning via Flow-based Embedding Regularization—0
Romanized Berber and Romanized Arabic Automatic Language Identification Using Machine Learning—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