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
Cognate and Misspelling Features for Natural 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
Code-Switching Ubique Est - Language Identification and Part-of-Speech Tagging for Historical Mixed Text—0
Gender Prediction in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System—0
Codeswitching language identification using Subword Information Enriched Word Vectors—0
A Study on Spoken Language Identification using Deep Neural Networks—0
American Sign Language Identification Using Hand Trackpoint Analysis—0
Garain at SemEval-2020 Task 12: Sequence based Deep Learning for Categorizing Offensive Language in Social Media—0
Galileo at SemEval-2020 Task 12: Multi-lingual Learning for Offensive Language Identification using Pre-trained Language Models—0
Fusion of Simple Models for Native Language Identification—0
Generation through the lens of learning theory—0
Code-Switched Named Entity Recognition with Embedding Attention—0
Generative linguistic representation for spoken language identification—0
Fumbling in Babel: An Investigation into ChatGPT's Language Identification Ability—0
Fully Connected Neural Network with Advance Preprocessor to Identify Aggression over Facebook and Twitter—0
Code Switched and Code Mixed Speech Recognition for Indic languages—0
GlobalPhone: Pronunciation Dictionaries in 20 Languages—0
From Visualisation to Hypothesis Construction for Second Language Acquisition—0
Code Mixing: A Challenge for Language Identification in the Language of Social Media—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
ASIREM Participation at the Discriminating Similar Languages Shared Task 2016—0
A Compact End-to-End Model with Local and Global Context for Spoken Language Identification—0
HeLI-based Experiments in Discriminating Between Dutch and Flemish Subtitles—0
HeLI-based Experiments in Swiss German Dialect Identification—0
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification—0
HHU at SemEval-2019 Task 6: Context Does Matter - Tackling Offensive Language Identification and Categorization with ELMo—0
From Language to Family and Back: Native Language and Language Family Identification from English Text—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
CN-HIT-MI.T at SemEval-2019 Task 6: Offensive Language Identification Based on BiLSTM with Double Attention—0
From `Solved Problems' to New Challenges: A Report on LDC Activities—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
Identifying Languages at the Word Level in Code-Mixed Indian Social Media Text—0
IIITG-ADBU at SemEval-2020 Task 12: Comparison of BERT and BiLSTM in Detecting Offensive Language—0
Fluency detection on communication networks—0
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects—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
A Simple and Efficient Probabilistic Language model for Code-Mixed Text—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