SOTAVerified

Language Identification

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

Papers

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Showing 551–600 of 794 papers

TitleStatusHype
Fewer features perform well at Native Language Identification task—0
Combining Textual and Speech Features in the NLI Task Using State-of-the-Art Machine Learning Techniques—0
Stacked Sentence-Document Classifier Approach for Improving Native Language Identification—0
A Dataset and Classifier for Recognizing Social Media English—0
A Report on the 2017 Native Language Identification Shared Task—0
A Shallow Neural Network for Native Language Identification with Character N-grams—0
A study of N-gram and Embedding Representations for Native Language IdentificationCode0
Classifier Stacking for Native Language Identification—0
Ensemble Methods for Native Language Identification—0
Exploring Optimal Voting in Native Language Identification—0
Fusion of Simple Models for Native Language Identification—0
All that is English may be Hindi: Enhancing language identification through automatic ranking of the likeliness of word borrowing in social media—0
Vector Space Model as Cognitive Space for Text Classification—0
Language Identification Using Deep Convolutional Recurrent Neural NetworksCode0
Lump at SemEval-2017 Task 1: Towards an Interlingua Semantic Similarity—0
Can string kernels pass the test of time in Native Language Identification?—0
All that is English may be Hindi: Enhancing language identification through automatic ranking of likeliness of word borrowing in social media—0
Native Language Identification on Text and Speech—0
Open-Set Language Identification—0
Feature Hashing for Language and Dialect Identification—0
Improving Native Language Identification by Using Spelling Errors—0
Incorporating Dialectal Variability for Socially Equitable Language Identification—0
Racial Disparity in Natural Language Processing: A Case Study of Social Media African-American English—0
Phone-aware Neural Language Identification—0
Phonetic Temporal Neural Model for Language Identification—0
Machine Learning for Rhetorical Figure Detection: More Chiasmus with Less Annotation—0
Evaluation of language identification methods using 285 languages—0
Learning with learner corpora: Using the TLE for native language identification—0
Joint UD Parsing of Norwegian Bokm and NynorskCode0
Identification of Languages in Algerian Arabic Multilingual Documents—0
CLUZH at VarDial GDI 2017: Testing a Variety of Machine Learning Tools for the Classification of Swiss German Dialects—0
Improving the Character Ngram Model for the DSL Task with BM25 Weighting and Less Frequently Used Feature Sets—0
Exploring Lexical and Syntactic Features for Language Variety Identification—0
Discriminating between Similar Languages using Weighted Subword FeaturesCode0
When Sparse Traditional Models Outperform Dense Neural Networks: the Curious Case of Discriminating between Similar Languages—0
Twitter Language Identification Of Similar Languages And Dialects Without Ground Truth—0
Discriminating between Similar Languages with Word-level Convolutional Neural Networks—0
T\"ubingen system in VarDial 2017 shared task: experiments with language identification and cross-lingual parsing—0
A Code-Switching Corpus of Turkish-German Conversations—0
A Perplexity-Based Method for Similar Languages Discrimination—0
Findings of the VarDial Evaluation Campaign 2017—0
Evaluating HeLI with Non-Linear Mappings—0
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors—0
Native Language Identification using Stacked Generalization—0
Machine Learning Based Source Code Classification Using Syntax Oriented Features—0
LIDE: Language Identification from Text Documents—0
LanideNN: Multilingual Language Identification on Character WindowCode0
Translationese: Between Human and Machine Translation—0
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification—0
LILI: A Simple Language Independent Approach for 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