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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
Leveraging Open-Source Large Language Models for Native Language Identification—0
Native Language Identification with Large Language Models—0
Native Language Identification with Big Bird EmbeddingsCode0
Turkish Native Language Identification—0
Scaling Native Language Identification with Transformer Adapters—0
Unravelling Interlanguage Facts via Explainable Machine Learning—0
Native Language Identification and Reconstruction of Native Language Relationship Using Japanese Learner Corpus—0
Native-Language Identification with Attention—0
A Deep Generative Approach to Native Language Identification—0
A Report on the 2020 VUA and TOEFL Metaphor Detection Shared Task—0
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions—0
Topics to Avoid: Demoting Latent Confounds in Text ClassificationCode0
Towards Ethical Content-Based Detection of Online Influence CampaignsCode0
Regression or classification? Automated Essay Scoring for Norwegian—0
Anglicized Words and Misspelled Cognates in Native Language Identification—0
On the Development of a Large Scale Corpus for Native Language IdentificationCode0
Transductive Learning with String Kernels for Cross-Domain Text Classification—0
The Role of Emotions in Native Language Identification—0
Native Language Identification with User Generated Content—0
Native Language Identification With Classifier Stacking and Ensembles—0
Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set—0
Punctuation as Native Language Interference—0
Cross-corpus Native Language Identification via Statistical Embedding—0
Predicting Foreign Language Usage from English-Only Social Media Posts—0
Using Classifier Features to Determine Language Transfer on Morphemes—0
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