SOTAVerified

Language Identification

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

Papers

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Showing 301–350 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
Code Mixing: A Challenge for Language Identification in the Language of Social Media—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
Exploring Lexical and Syntactic Features for Language Variety Identification—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
Collecting Code-Switched Data from Social Media—0
Attention-Guided Adaptation for Code-Switching Speech Recognition—0
HeLI-based Experiments in Discriminating Between Dutch and Flemish Subtitles—0
HeLI-based Experiments in Swiss German Dialect Identification—0
HeLI-OTS, Off-the-shelf Language Identifier for Text—0
HHU at SemEval-2019 Task 6: Context Does Matter - Tackling Offensive Language Identification and Categorization with ELMo—0
Combining Shallow and Linguistically Motivated Features in Native Language Identification—0
Hindi-English Code-Switching Speech Corpus—0
Hitachi at SemEval-2020 Task 12: Offensive Language Identification with Noisy Labels using Statistical Sampling and Post-Processing—0
HUB@DravidianLangTech-EACL2021: Identify and Classify Offensive Text in Multilingual Code Mixing in Social Media—0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru for Speech Recognition—0
Huqariq: A Multilingual Speech Corpus of Native Languages of Peru forSpeech Recognition—0
Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and Posts—0
Exploring Adaptor Grammars for Native Language Identification—0
Building Web Corpora for Minority Languages—0
Identification of Indian Languages using Ghost-VLAD pooling—0
Identification of Languages in Algerian Arabic Multilingual Documents—0
Identification/Segmentation of Indian Regional Languages with Singular Value Decomposition based Feature Embedding—0
A Report on the 2017 Native Language Identification Shared Task—0
IIITG-ADBU at SemEval-2020 Task 12: Comparison of BERT and BiLSTM in Detecting Offensive Language—0
Augmented Transformers with Adaptive n-grams Embedding for Multilingual Scene Text Recognition—0
Analysis of Twitter Data for Postmarketing Surveillance in Pharmacovigilance—0
IIT (BHU) System for Indo-Aryan Language Identification (ILI) at VarDial 2018—0
IITP-AINLPML at SemEval-2020 Task 12: Offensive Tweet Identification and Target Categorization in a Multitask Environment—0
(Im)possibility of Automated Hallucination Detection in Large Language Models—0
Aligning Speech to Languages to Enhance Code-switching Speech Recognition—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