SOTAVerified

Language Identification

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

Papers

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Showing 751–775 of 794 papers

TitleStatusHype
Improving Native Language Identification with TF-IDF Weighting—0
Native Language Identification using large scale lexical features—0
Native Language Identification: a Simple n-gram Based Approach—0
Combining Shallow and Linguistically Motivated Features in Native Language Identification—0
Native Language Identification: A Key N-gram Category Approach—0
Simple Yet Powerful Native Language Identification on TOEFL11—0
The Story of the Characters, the DNA and the Native Language—0
LIMSI's participation to the 2013 shared task on Native Language Identification—0
A Report on the First Native Language Identification 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
Linguistic Profiling based on General--purpose Features and Native Language Identification—0
Feature Space Selection and Combination for Native Language Identification—0
VTEX System Description for the NLI 2013 Shared Task—0
Feature Engineering in the NLI Shared Task 2013: Charles University Submission Report—0
Experimental Results on the Native Language Identification Shared Task—0
Recognizing English Learners' Native Language from Their Writings—0
Maximizing Classification Accuracy in Native Language Identification—0
Exploring Syntactic Representations for Native Language Identification—0
From Language to Family and Back: Native Language and Language Family Identification from English Text—0
Labeling the Languages of Words in Mixed-Language Documents using Weakly Supervised Methods—0
Extracting the Native Language Signal for Second Language Acquisition—0
Robust, Lexicalized Native Language Identification—0
Efficient Discrimination Between Closely Related Languages—0
Native Tongues, Lost and Found: Resources and Empirical Evaluations in 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