SOTAVerified

Language Identification

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

Papers

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Showing 326–350 of 794 papers

TitleStatusHype
A Compact End-to-End Model with Local and Global Context for Spoken Language Identification—0
HeLI-based Experiments in Discriminating Between Dutch and Flemish Subtitles—0
HeLI-based Experiments in Swiss German Dialect Identification—0
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification—0
HHU at SemEval-2019 Task 6: Context Does Matter - Tackling Offensive Language Identification and Categorization with ELMo—0
From Language to Family and Back: Native Language and Language Family Identification from English Text—0
Hindi-English Code-Switching Speech Corpus—0
Hitachi at SemEval-2020 Task 12: Offensive Language Identification with Noisy Labels using Statistical Sampling and Post-Processing—0
HUB@DravidianLangTech-EACL2021: Identify and Classify Offensive Text in Multilingual Code Mixing in Social Media—0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru for Speech Recognition—0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru forSpeech Recognition—0
Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and Posts—0
CN-HIT-MI.T at SemEval-2019 Task 6: Offensive Language Identification Based on BiLSTM with Double Attention—0
From `Solved Problems' to New Challenges: A Report on LDC Activities—0
Identification of Indian Languages using Ghost-VLAD pooling—0
Identification of Languages in Algerian Arabic Multilingual Documents—0
Identification/Segmentation of Indian Regional Languages with Singular Value Decomposition based Feature Embedding—0
Identifying Languages at the Word Level in Code-Mixed Indian Social Media Text—0
IIITG-ADBU at SemEval-2020 Task 12: Comparison of BERT and BiLSTM in Detecting Offensive Language—0
Fluency detection on communication networks—0
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects—0
IIT (BHU) System for Indo-Aryan Language Identification (ILI) at VarDial 2018—0
IITP-AINLPML at SemEval-2020 Task 12: Offensive Tweet Identification and Target Categorization in a Multitask Environment—0
(Im)possibility of Automated Hallucination Detection in Large Language Models—0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—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