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Language Identification

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

Papers

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Showing 126–150 of 794 papers

TitleStatusHype
Building a TOCFL Learner Corpus for Chinese Grammatical Error Diagnosis—0
Code-Switched Named Entity Recognition with Embedding Attention—0
A survey on phrase structure learning methods for text classification—0
A Study on Spoken Language Identification using Deep Neural Networks—0
American Sign Language Identification Using Hand Trackpoint Analysis—0
A Compact End-to-End Model with Local and Global Context for Spoken Language Identification—0
ASIREM Participation at the Discriminating Similar Languages Shared Task 2016—0
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification—0
Neighbors and relatives: How do speech embeddings reflect linguistic connections across the world?—0
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—0
A Shallow Neural Network for Native Language Identification with Character N-grams—0
A Mandarin-English Code-Switching Corpus—0
ALT at SemEval-2020 Task 12: Arabic and English Offensive Language Identification in Social Media—0
Character Level Convolutional Neural Network for Indo-Aryan Language Identification—0
Characterizing Stylistic Elements in Syntactic Structure—0
Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition—0
Acoustic characterization of speech rhythm: going beyond metrics with recurrent neural networks—0
CN-HIT-MI.T at SemEval-2019 Task 6: Offensive Language Identification Based on BiLSTM with Double Attention—0
Challenges of Computational Processing of Code-Switching—0
Chinese Native Language Identification—0
CIC-FBK Approach to Native Language Identification—0
Classification of Closely Related Sub-dialects of Arabic Using Support-Vector Machines—0
Classifier Stacking for Native Language Identification—0
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects—0
Challenges in Neural Language Identification: NRC at VarDial 2020—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