SOTAVerified

Language Identification

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

Papers

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Showing 301–310 of 794 papers

TitleStatusHype
A survey on phrase structure learning methods for text classification—0
Code-Switching Ubique Est - Language Identification and Part-of-Speech Tagging for Historical Mixed Text—0
Codeswitching language identification using Subword Information Enriched Word Vectors—0
A Study on Spoken Language Identification using Deep Neural Networks—0
American Sign Language Identification Using Hand Trackpoint Analysis—0
Garain at SemEval-2020 Task 12: Sequence based Deep Learning for Categorizing Offensive Language in Social Media—0
Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification using Pre-trained Language Models—0
Fusion of Simple Models for Native Language Identification—0
Code-Switched Named Entity Recognition with Embedding Attention—0
Fumbling in Babel: An Investigation into ChatGPT's Language Identification Ability—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