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Language Identification

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

Papers

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Showing 151–175 of 794 papers

TitleStatusHype
Bilingual Streaming ASR with Grapheme units and Auxiliary Monolingual Loss—0
A Pre-trained Transformer and CNN Model with Joint Language ID and Part-of-Speech Tagging for Code-Mixed Social-Media Text—0
Albanian Language Identification in Text Documents—0
A deep-learning based native-language classification by using a latent semantic analysis for the NLI Shared Task 2017—0
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech Recognition—0
BhamNLP at SemEval-2020 Task 12: An Ensemble of Different Word Embeddings and Emotion Transfer Learning for Arabic Offensive Language Identification in Social Media—0
BFCAI at ComMA@ICON 2021: Support Vector Machines for Multilingual Gender Biased and Communal Language Identification—0
A Portuguese Native Language Identification Dataset—0
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification—0
Beware Haters at ComMA@ICON: Sequence and Ensemble Classifiers for Aggression, Gender Bias and Communal Bias Identification in Indian Languages—0
A Perplexity-Based Method for Similar Languages Discrimination—0
BERT-based Multi-Task Model for Country and Province Level MSA and Dialectal Arabic Identification—0
BERT-based Multi-Task Model for Country and Province Level Modern Standard Arabic and Dialectal Arabic Identification—0
An Unsupervised Morphological Criterion for Discriminating Similar Languages—0
A language model based approach towards large scale and lightweight language identification systems—0
A Deep Generative Approach to Native Language Identification—0
A Code-Switching Corpus of Turkish-German Conversations—0
Beefmoves: Dissemination, Diversity, and Dynamics of English Borrowings in a German Hip Hop Forum—0
Babler - Data Collection from the Web to Support Speech Recognition and Keyword Search—0
An Overview of Indian Spoken Language Recognition from Machine Learning Perspective—0
Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora—0
Automatic Spoken Language Identification using a Time-Delay Neural Network—0
A Novel Learnable Dictionary Encoding Layer for End-to-End Language Identification—0
Automatic Spoken Language Identification Utilizing Acoustic and Phonetic Speech Information—0
Automatic language identity tagging on word and sentence-level in multilingual text sources: a case-study on Luxembourgish—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