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
Columbia-Jadavpur submission for EMNLP 2016 Code-Switching Workshop Shared Task: System description—0
Fluency detection on communication networks—0
Simple Tools for Exploring Variation in Code-switching for Linguists—0
Multilingual Code-switching Identification via LSTM Recurrent Neural Networks—0
Challenges of Computational Processing of Code-Switching—0
Spoken Language Identification with Phonotactics Methods on Minangkabau, Sundanese, and Javanese Languages—0
Byte-based Language Identification with Deep Convolutional Networks—0
String Kernels for Native Language Identification: Insights from Behind the Curtains—0
Do Characters Abuse More Than Words?—0
Demographic Dialectal Variation in Social Media: A Case Study of African-American English—0
Hierarchical Character-Word Models for Language IdentificationCode0
Babler - Data Collection from the Web to Support Speech Recognition and Keyword Search—0
The ILSP/ARC submission to the WMT 2016 Bilingual Document Alignment Shared Task—0
Code-Switching Ubique Est - Language Identification and Part-of-Speech Tagging for Historical Mixed Text—0
Automatic Detection of Intra-Word Code-Switching—0
Automatic discovery of Latin syntactic changes—0
Part of Speech Annotation of a Turkish-German Code-Switching Corpus—0
Labeling of Query Words using Conditional Random Field—0
Leveraging Data-Driven Methods in Word-Level Language Identification for a Multilingual Alpine Heritage Corpus—0
Distinguishing Literal and Non-Literal Usage of German Particle Verbs—0
Shallow Parsing Pipeline - Hindi-English Code-Mixed Social Media Text—0
A Turkish-German Code-Switching Corpus—0
Speech Synthesis of Code-Mixed Text—0
A Semisupervised Approach for Language Identification based on Ladder NetworksCode0
Visual Script and Language Identification—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