SOTAVerified

Language Identification

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

Papers

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Showing 451–500 of 794 papers

TitleStatusHype
Towards NLP with Deep Learning: Convolutional Neural Networks and Recurrent Neural Networks for Offensive Language Identification in Social Media—0
Predicting the Type and Target of Offensive Posts in Social MediaCode0
Utterance-level end-to-end language identification using attention-based CNN-BLSTM—0
Albanian Language Identification in Text Documents—0
Corpora of social media in minority Uralic languages—0
On the Development of a Large Scale Corpus for Native Language IdentificationCode0
Domain Attentive Fusion for End-to-end Dialect Identification with Unknown Target Domain—0
Tuplemax Loss for Language IdentificationCode0
Transductive Learning with String Kernels for Cross-Domain Text Classification—0
On the End-to-End Solution to Mandarin-English Code-switching Speech RecognitionCode0
Towards End-to-End Code-Switching Speech Recognition—0
Strategies for Language Identification in Code-Mixed Low Resource Languages—0
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text—0
The Role of Emotions in Native Language Identification—0
Similarity Dependent Chinese Restaurant Process for Cognate Identification in Multilingual Wordlists—0
Native Language Identification with User Generated Content—0
Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification—0
Hindi-English Code-Switching Speech Corpus—0
Language Identification with Deep Bottleneck Features—0
End-to-end Language Identification using NetFV and NetVLADCode0
Native Language Identification With Classifier Stacking and Ensembles—0
Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set—0
Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture—0
Punctuation as Native Language Interference—0
IIT (BHU) System for Indo-Aryan Language Identification (ILI) at VarDial 2018—0
Deep Models for Arabic Dialect Identification on Benchmarked Data—0
Neural Network Architectures for Arabic Dialect Identification—0
HeLI-based Experiments in Discriminating Between Dutch and Flemish Subtitles—0
HeLI-based Experiments in Swiss German Dialect Identification—0
Aggressive Language Identification Using Word Embeddings and Sentiment FeaturesCode0
Computationally efficient discrimination between language varieties with large feature vectors and regularized classifiers—0
Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter—0
Exploring Classifier Combinations for Language Variety Identification—0
Measuring language distance among historical varieties using perplexity. Application to European Portuguese.Code0
Character Level Convolutional Neural Network for Indo-Aryan Language Identification—0
Iterative Language Model Adaptation for Indo-Aryan Language Identification—0
Language and the Shifting Sands of Domain, Space and Time (Invited Talk)—0
Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign—0
T\"ubingen-Oslo Team at the VarDial 2018 Evaluation Campaign: An Analysis of N-gram Features in Language Variety Identification—0
Discriminating between Indo-Aryan Languages Using SVM Ensembles—0
Automatic Token and Turn Level Language Identification for Code-Switched Text Dialog: An Analysis Across Language Pairs and Corpora—0
Transliteration Better than Translation? Answering Code-mixed Questions over a Knowledge Base—0
Automatic Detection of Code-switching Style from Acoustics—0
Code-Switched Named Entity Recognition with Embedding Attention—0
Simple Features for Strong Performance on Named Entity Recognition in Code-Switched Twitter Data—0
Language Identification and Analysis of Code-Switched Social Media Text—0
Named Entity Recognition on Code-Switched Data Using Conditional Random Fields—0
Language Modeling for Code-Mixing: The Role of Linguistic Theory based Synthetic Data—0
Language Identification and Named Entity Recognition in Hinglish Code Mixed Tweets—0
Twitter Universal Dependency Parsing for African-American and Mainstream American English—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