SOTAVerified

Language Identification

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

Papers

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Showing 501–550 of 794 papers

TitleStatusHype
Reconstructing an Indo-European Family Tree from Non-native English Texts—0
Recursive Semantic Anchoring in ISO 639:2023: A Structural Extension to ISO/TC 37 Frameworks—0
Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification—0
Reference Scope Identification in Citing Sentences—0
Regression or classification? Automated Essay Scoring for Norwegian—0
Rnn-transducer with language bias for end-to-end Mandarin-English code-switching speech recognition—0
RoBERTweet: A BERT Language Model for Romanian Tweets—0
Robust, Lexicalized Native Language Identification—0
Robust Open-Set Spoken Language Identification and the CU MultiLang Dataset—0
Robust Speech Representation Learning via Flow-based Embedding Regularization—0
Romanized Berber and Romanized Arabic Automatic Language Identification Using Machine Learning—0
SalamNET at SemEval-2020 Task 12: Deep Learning Approach for Arabic Offensive Language Detection—0
SalamNET at SemEval-2020 Task12: Deep Learning Approach for Arabic Offensive Language Detection—0
Scaling Native Language Identification with Transformer Adapters—0
SC-MoE: Switch Conformer Mixture of Experts for Unified Streaming and Non-streaming Code-Switching ASR—0
Search Query Language Identification Using Weak Labeling—0
Self-Contextualized Attention for Abusive Language Identification—0
Self-supervised Adaptive Pre-training of Multilingual Speech Models for Language and Dialect Identification—0
An Exploration of State-of-the-art Methods for Offensive Language Detection—0
Towards NLP with Deep Learning: Convolutional Neural Networks and Recurrent Neural Networks for Offensive Language Identification in Social Media—0
SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets—0
Sentiment Analysis of English-Punjabi Code-Mixed Social Media Content—0
Sentiment Analysis on Monolingual, Multilingual and Code-Switching Twitter Corpora—0
Shallow Parsing Pipeline - Hindi-English Code-Mixed Social Media Text—0
Shami: A Corpus of Levantine Arabic Dialects—0
Short-Term Projects, Long-Term Benefits: Four Student NLP Projects for Low-Resource Languages—0
Signal Combination for Language Identification—0
SIGTYP 2021 Shared Task: Robust Spoken Language Identification—0
Similarity Dependent Chinese Restaurant Process for Cognate Identification in Multilingual Wordlists—0
Simon @ DravidianLangTech-EACL2021: Detecting Offensive Content in Kannada Language—0
Simple Features for Strong Performance on Named Entity Recognition in Code-Switched Twitter Data—0
Simple Tools for Exploring Variation in Code-switching for Linguists—0
Simple yet Effective Code-Switching Language Identification with Multitask Pre-Training and Transfer Learning—0
Simple Yet Powerful Native Language Identification on TOEFL11—0
SINAI at SemEval-2020 Task 12: Offensive Language Identification Exploring Transfer Learning Models—0
Soft Language Identification for Language-Agnostic Many-to-One End-to-End Speech Translation—0
Sonal.kumari at SemEval-2020 Task 12: Social Media Multilingual Offensive Text Identification and Categorization Using Neural Network Models—0
Spartans@LT-EDI-EACL2021: Inclusive Speech Detection using Pretrained Language Models—0
Speech Synthesis of Code-Mixed Text—0
Spoken Language Identification using ConvNets—0
Spoken Language Identification with Phonotactics Methods on Minangkabau, Sundanese, and Javanese Languages—0
SSNCSE_NLP@DravidianLangTech-EACL2021: Offensive Language Identification on Multilingual Code Mixing Text—0
SSN\_NLP at SemEval-2019 Task 6: Offensive Language Identification in Social Media using Traditional and Deep Machine Learning Approaches—0
Ssn\_nlp at SemEval 2020 Task 12: Offense Target Identification in Social Media Using Traditional and Deep Machine Learning Approaches—0
SSN\_NLP\_MLRG at SemEval-2020 Task 12: Offensive Language Identification in English, Danish, Greek Using BERT and Machine Learning Approach—0
Stacked Sentence-Document Classifier Approach for Improving Native Language Identification—0
Staircase Network: structural language identification via hierarchical attentive units—0
Statistical Analysis of Multilingual Text Corpus and Development of Language Models—0
Strategies for Language Identification in Code-Mixed Low Resource Languages—0
Streaming End-to-End Bilingual ASR Systems with Joint 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