SOTAVerified

Language Identification

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

Papers

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Showing 51–100 of 794 papers

TitleStatusHype
Language Variety Identification with True LabelsCode0
LanideNN: Multilingual Language Identification on Character WindowCode0
Aggressive Language Identification Using Word Embeddings and Sentiment FeaturesCode0
Language Identification with a Reciprocal Rank ClassifierCode0
Language Identification for Austronesian LanguagesCode0
Multilingual Multi-class Sentiment Classification Using Convolutional Neural NetworksCode0
Language Identification Using Deep Convolutional Recurrent Neural NetworksCode0
Approaches to Corpus Creation for Low-Resource Language Technology: the Case of Southern Kurdish and LakiCode0
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task LearningCode0
OffMix-3L: A Novel Code-Mixed Dataset in Bangla-English-Hindi for Offensive Language IdentificationCode0
On the End-to-End Solution to Mandarin-English Code-switching Speech RecognitionCode0
On the Language Neutrality of Pre-trained Multilingual RepresentationsCode0
MERLIon CCS Challenge Evaluation PlanCode0
Predicting the Type and Target of Offensive Posts in Social MediaCode0
JU\_ETCE\_17\_21 at SemEval-2019 Task 6: Efficient Machine Learning and Neural Network Approaches for Identifying and Categorizing Offensive Language in TweetsCode0
Joint UD Parsing of Norwegian Bokm and NynorskCode0
KréyoLID From Language Identification Towards Language MiningCode0
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian LanguagesCode0
Improved Text Language Identification for the South African LanguagesCode0
IIITT@DravidianLangTech-EACL2021: Transfer Learning for Offensive Language Detection in Dravidian LanguagesCode0
Investigating model performance in language identification: beyond simple error statisticsCode0
Hierarchical Character-Word Models for Language IdentificationCode0
Ghmerti at SemEval-2019 Task 6: A Deep Word- and Character-based Approach to Offensive Language IdentificationCode0
Geographic Adaptation of Pretrained Language ModelsCode0
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche LanguageCode0
From N-grams to Pre-trained Multilingual Models For Language IdentificationCode0
Geographically-Informed Language IdentificationCode0
IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and KannadaCode0
Enhance Language Identification using Dual-mode Model with Knowledge DistillationCode0
From English to Code-Switching: Transfer Learning with Strong Morphological CluesCode0
GeezSwitch: Language Identification in Typologically Related Low-resourced East African LanguagesCode0
FBK-DH at SemEval-2020 Task 12: Using Multi-channel BERT for Multilingual Offensive Language DetectionCode0
A study of N-gram and Embedding Representations for Native Language IdentificationCode0
End-to-end Language Identification using NetFV and NetVLADCode0
Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language DetectionCode0
HeLI, a Word-Based Backoff Method for Language IdentificationCode0
English Please: Evaluating Machine Translation with Large Language Models for Multilingual Bug ReportsCode0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
DOSA: Dravidian Code-Mixed Offensive Span Identification DatasetCode0
indicnlp@ kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian LanguagesCode0
Is It Navajo? Accurate Language Detection in Endangered Athabaskan LanguagesCode0
Italian Language and Dialect Identification and Regional French Variety Detection using Adaptive Naive BayesCode0
DocLangID: Improving Few-Shot Training to Identify the Language of Historical DocumentsCode0
Automatic Dialect Detection in Arabic Broadcast SpeechCode0
A Semisupervised Approach for Language Identification based on Ladder NetworksCode0
Distilled Non-Semantic Speech Embeddings with Binary Neural Networks for Low-Resource DevicesCode0
Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning ApproachesCode0
FLEURS: Few-shot Learning Evaluation of Universal Representations of SpeechCode0
An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language IdentificationCode0
Cross-lingual Offensive Language Identification for Low Resource Languages: The Case of MarathiCode0
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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