SOTAVerified

Language Identification

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

Papers

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Showing 301–325 of 794 papers

TitleStatusHype
CN-HIT-MI.T at SemEval-2019 Task 6: Offensive Language Identification Based on BiLSTM with Double Attention—0
From Language to Family and Back: Native Language and Language Family Identification from English Text—0
Exploring Lexical and Syntactic Features for Language Variety Identification—0
From Visualisation to Hypothesis Construction for Second Language Acquisition—0
Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter—0
Fumbling in Babel: An Investigation into ChatGPT's Language Identification Ability—0
Fusion of Simple Models for Native Language Identification—0
Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification using Pre-trained Language Models—0
Garain at SemEval-2020 Task 12: Sequence based Deep Learning for Categorizing Offensive Language in Social Media—0
Code-Switched Named Entity Recognition with Embedding Attention—0
Gender Prediction in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System—0
Generation through the lens of learning theory—0
Exploring Facets of Language Generation in the Limit—0
Generative linguistic representation for spoken language identification—0
Codewithzichao@DravidianLangTech-EACL2021: Exploring Multilingual Transformers for Offensive Language Identification on Code Mixing Text—0
A survey on phrase structure learning methods for text classification—0
Cognate and Misspelling Features for Natural Language Identification—0
GlobalPhone: Pronunciation Dictionaries in 20 Languages—0
Byte-based Language Identification with Deep Convolutional Networks—0
Exploring Classifier Combinations for Language Variety Identification—0
GLUECoS : An Evaluation Benchmark for Code-Switched NLP—0
GLUECoS: An Evaluation Benchmark for Code-Switched NLP—0
HAD-T\"ubingen at SemEval-2019 Task 6: Deep Learning Analysis of Offensive Language on Twitter: Identification and Categorization—0
HaT5: Hate Language Identification using Text-to-Text Transfer Transformer—0
Exploring Adaptor Grammars for Native 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