SOTAVerified

Language Identification

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

Papers

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Showing 751–794 of 794 papers

TitleStatusHype
CyberTronics at SemEval-2020 Task 12: Multilingual Offensive Language Identification over Social MediaCode0
Tuplemax Loss for Language IdentificationCode0
Towards Ethical Content-Based Detection of Online Influence CampaignsCode0
On the Development of a Large Scale Corpus for Native Language IdentificationCode0
Multilingual Multi-class Sentiment Classification Using Convolutional Neural NetworksCode0
Multilingual Offensive Language Identification with Cross-lingual EmbeddingsCode0
On the End-to-End Solution to Mandarin-English Code-switching Speech RecognitionCode0
End-to-end Language Identification using NetFV and NetVLADCode0
Language Variety Identification with True LabelsCode0
LanideNN: Multilingual Language Identification on Character WindowCode0
Large-Scale End-to-End Multilingual Speech Recognition and Language Identification with Multi-Task LearningCode0
On the Language Neutrality of Pre-trained Multilingual RepresentationsCode0
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuningCode0
An Investigation into the Contribution of Locally Aggregated Descriptors to Figurative Language IdentificationCode0
indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian LanguagesCode0
indicnlp@ kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian LanguagesCode0
Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning ApproachesCode0
TweetCaT: a tool for building Twitter corpora of smaller languagesCode0
Towards Offensive Language Identification for Dravidian LanguagesCode0
Singing Language Identification using a Deep Phonotactic ApproachCode0
SJ_AJ@DravidianLangTech-EACL2021: Task-Adaptive Pre-Training of Multilingual BERT models for Offensive Language IdentificationCode0
Towards Offensive Language Identification for Tamil Code-Mixed YouTube Comments and PostsCode0
Investigating model performance in language identification: beyond simple error statisticsCode0
Approaches to Corpus Creation for Low-Resource Language Technology: the Case of Southern Kurdish and LakiCode0
Code-Switched Language Identification is Harder Than You ThinkCode0
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial TrainingCode0
AfriHuBERT: A self-supervised speech representation model for African languagesCode0
Automatic Language Identification in Texts: A SurveyCode0
Automatic Dialect Detection in Arabic Broadcast SpeechCode0
Is It Navajo? Accurate Language Detection in Endangered Athabaskan LanguagesCode0
Italian Language and Dialect Identification and Regional French Variety Detection using Adaptive Naive BayesCode0
LIMIT: Language Identification, Misidentification, and Translation using Hierarchical Models in 350+ LanguagesCode0
Advancing Uto-Aztecan Language Technologies: A Case Study on the Endangered Comanche LanguageCode0
Crawling microblogging services to gather language-classified URLs. Workflow and case studyCode0
Word-level Embeddings for Cross-Task Transfer Learning in Speech ProcessingCode0
Joint UD Parsing of Norwegian Bokm and NynorskCode0
Combination of multiple Deep Learning architectures for Offensive Language Detection in TweetsCode0
JU\_ETCE\_17\_21 at SemEval-2019 Task 6: Efficient Machine Learning and Neural Network Approaches for Identifying and Categorizing Offensive Language in TweetsCode0
Spoken Language Identification System for English-Mandarin Code-Switching Child-Directed SpeechCode0
Native Language Identification with Big Bird EmbeddingsCode0
Script-Agnostic Language IdentificationCode0
DOSA: Dravidian Code-Mixed Offensive Span Identification DatasetCode0
Script Normalization for Unconventional Writing of Under-Resourced Languages in Bilingual CommunitiesCode0
KréyoLID From Language Identification Towards Language MiningCode0
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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