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
The Story of the Characters, the DNA and the Native Language—0
Experimental Results on the Native Language Identification Shared Task—0
Native Language Identification using large scale lexical features—0
Native Language Identification: a Simple n-gram Based Approach—0
Native Language Identification: A Key N-gram Category Approach—0
NAIST at the NLI 2013 Shared Task—0
Using N-gram and Word Network Features for Native Language Identification—0
Using Other Learner Corpora in the 2013 NLI Shared Task—0
Recognizing English Learners' Native Language from Their Writings—0
Simple Yet Powerful Native Language Identification on TOEFL11—0
Linguistic Profiling based on General--purpose Features and Native Language Identification—0
Labeling the Languages of Words in Mixed-Language Documents using Weakly Supervised Methods—0
VTEX System Description for the NLI 2013 Shared Task—0
Maximizing Classification Accuracy in Native Language Identification—0
Feature Space Selection and Combination for Native Language Identification—0
Cognate and Misspelling Features for Natural Language Identification—0
Improving Native Language Identification with TF-IDF Weighting—0
LIMSI's participation to the 2013 shared task on Native Language Identification—0
Exploring Syntactic Representations for Native Language Identification—0
Feature Engineering in the NLI Shared Task 2013: Charles University Submission Report—0
A Report on the First Native Language Identification Shared Task—0
NLI Shared Task 2013: MQ Submission—0
Efficient Discrimination Between Closely Related Languages—0
Native Tongues, Lost and Found: Resources and Empirical Evaluations in Native Language Identification—0
Robust, Lexicalized Native Language Identification—0
Native Language Identification using Recurring n-grams -- Investigating Abstraction and Domain Dependence—0
Finding Structure in Text, Genome and Other Symbolic SequencesCode0
Characterizing Stylistic Elements in Syntactic Structure—0
Beefmoves: Dissemination, Diversity, and Dynamics of English Borrowings in a German Hip Hop Forum—0
Exploring Adaptor Grammars for Native Language Identification—0
langid.py: An Off-the-shelf Language Identification Tool—0
Reference Scope Identification in Citing Sentences—0
Language Identification for Creating Language-Specific Twitter Collections—0
Vers la correction automatique de textes bruit\'es: Architecture g\'en\'erale et d\'etermination de la langue d'un mot inconnu (Towards Automatic Spell-Checking of Noisy Texts : General Architecture and Language Identification for Unknown Words) [in French]—0
Measuring Interlanguage: Native Language Identification with L1-influence Metrics—0
Development of Text and Speech database for Hindi and Indian English specific to Mobile Communication environment—0
Large Scale Lexical Analysis—0
Linguagrid: a network of Linguistic and Semantic Services for the Italian Language.—0
A Mandarin-English Code-Switching Corpus—0
Query log analysis with LangLog—0
Yet Another Language Identifier—0
Cross-domain Feature Selection for Language Identification—0
Automatic Spoken Language Identification Utilizing Acoustic and Phonetic Speech Information—0
Automatic 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