SOTAVerified

Language Identification

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

Papers

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Showing 601–650 of 794 papers

TitleStatusHype
Subdialectal Differences in Sorani Kurdish—0
Arabic Language WEKA-Based Dialect Classifier for Arabic Automatic Speech Recognition Transcripts—0
Automatic Detection of Arabicized Berber and Arabic Varieties—0
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification—0
Vanilla Classifiers for Distinguishing between Similar Languages—0
HeLI, a Word-Based Backoff Method for Language IdentificationCode0
Romanized Berber and Romanized Arabic Automatic Language Identification Using Machine Learning—0
Discriminating Similar Languages with Linear SVMs and Neural Networks—0
LILI: A Simple Language Independent Approach for Language Identification—0
Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance—0
Discrimination between Similar Languages, Varieties and Dialects using CNN- and LSTM-based Deep Neural Networks—0
ASIREM Participation at the Discriminating Similar Languages Shared Task 2016—0
Translationese: Between Human and Machine Translation—0
Experimental Study of Vowels in Nagamese, Ao and Lotha: Languages of Nagaland—0
Comparing Two Basic Methods for Discriminating Between Similar Languages and Varieties—0
Multi-Language Identification Using Convolutional Recurrent Neural Network—0
Accurate Pinyin-English Codeswitched Language Identification—0
Building a learner corpus for Russian—0
The Howard University System Submission for the Shared Task in Language Identification in Spanish-English Codeswitching—0
Word-Level Language Identification and Predicting Codeswitching Points in Swahili-English Language Data—0
Part-of-speech Tagging of Code-mixed Social Media Content: Pipeline, Stacking and Joint Modelling—0
Codeswitching language identification using Subword Information Enriched Word Vectors—0
Part-of-speech Tagging of Code-Mixed Social Media Text—0
A Neural Model for Language Identification in Code-Switched Tweets—0
Language Identification in Code-Switched Text Using Conditional Random Fields and Babelnet—0
Columbia-Jadavpur submission for EMNLP 2016 Code-Switching Workshop Shared Task: System description—0
Fluency detection on communication networks—0
Simple Tools for Exploring Variation in Code-switching for Linguists—0
Multilingual Code-switching Identification via LSTM Recurrent Neural Networks—0
Challenges of Computational Processing of Code-Switching—0
Spoken Language Identification with Phonotactics Methods on Minangkabau, Sundanese, and Javanese Languages—0
Byte-based Language Identification with Deep Convolutional Networks—0
String Kernels for Native Language Identification: Insights from Behind the Curtains—0
Do Characters Abuse More Than Words?—0
Demographic Dialectal Variation in Social Media: A Case Study of African-American English—0
Hierarchical Character-Word Models for Language IdentificationCode0
Babler - Data Collection from the Web to Support Speech Recognition and Keyword Search—0
The ILSP/ARC submission to the WMT 2016 Bilingual Document Alignment Shared Task—0
Code-Switching Ubique Est - Language Identification and Part-of-Speech Tagging for Historical Mixed Text—0
Automatic Detection of Intra-Word Code-Switching—0
Automatic discovery of Latin syntactic changes—0
Part of Speech Annotation of a Turkish-German Code-Switching Corpus—0
Labeling of Query Words using Conditional Random Field—0
Leveraging Data-Driven Methods in Word-Level Language Identification for a Multilingual Alpine Heritage Corpus—0
Distinguishing Literal and Non-Literal Usage of German Particle Verbs—0
Shallow Parsing Pipeline - Hindi-English Code-Mixed Social Media Text—0
A Turkish-German Code-Switching Corpus—0
Speech Synthesis of Code-Mixed Text—0
A Semisupervised Approach for Language Identification based on Ladder NetworksCode0
Visual Script and 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