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Native Language Identification

Native Language Identification (NLI) is the task of determining an author's native language (L1) based only on their writings in a second language (L2).

Papers

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Showing 1–25 of 83 papers

TitleStatusHype
On the Development of a Large Scale Corpus for Native Language IdentificationCode0
Topics to Avoid: Demoting Latent Confounds in Text ClassificationCode0
Towards Ethical Content-Based Detection of Online Influence CampaignsCode0
Native Language Identification with Big Bird EmbeddingsCode0
A study of N-gram and Embedding Representations for Native Language IdentificationCode0
A Report on the 2017 Native Language Identification Shared Task—0
Arabic Native Language Identification—0
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification—0
Exploring Adaptor Grammars for Native Language Identification—0
A Shallow Neural Network for Native Language Identification with Character N-grams—0
Automated essay scoring with string kernels and word embeddings—0
Can characters reveal your native language? A language-independent approach to native language identification—0
Can string kernels pass the test of time in Native Language Identification?—0
Chinese Native Language Identification—0
A Portuguese Native Language Identification Dataset—0
Cross-corpus Native Language Identification via Statistical Embedding—0
Combining Shallow and Linguistically Motivated Features in Native Language Identification—0
A Report on the First Native Language Identification Shared Task—0
Ensemble Methods for Native Language Identification—0
Experimental Results on the Native Language Identification Shared Task—0
Classifier Stacking for Native Language Identification—0
Exploring Optimal Voting in Native Language Identification—0
Exploring Syntactic Features for Native Language Identification: A Variationist Perspective on Feature Encoding and Ensemble Optimization—0
Exploring Syntactic Representations for Native Language Identification—0
CIC-FBK Approach to Native Language Identification—0
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