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Papers
Leveraging Open-Source Large Language Models for Native Language Identification
COLING 2025
Multilingual Native Language Identification with Large Language Models
NAACL 2025
Robust Native Language Identification through Agentic Decomposition
EMNLP 2025
Tracing L1 Interference in English Learner Writing: A Longitudinal Corpus with Error Annotations
EMNLP 2025
Using NLI to Identify Potential Collocation Transfer in L2 English
ACL 2025
BigNLI: Native Language Identification with Big Bird Embeddings
COLING 2024
Investigating Linguistic Features for Arabic NLI
ACL 2024
Native Language Identification in Texts: A Survey
NAACL 2024
Understanding Native Language Identification for Brazilian Indigenous Languages
ACL 2023
A Deep Generative Approach to Native Language Identification
COLING 2020
Investigating the effect of auxiliary objectives for the automated grading of learner English speech transcriptions
ACL 2020
Native-like Expression Identification by Contrasting Native and Proficient Second Language Speakers
COLING 2020
Anglicized Words and Misspelled Cognates in Native Language Identification
ACL 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification
EMNLP 2019
A Portuguese Native Language Identification Dataset
NAACL 2018
Cross-corpus Native Language Identification via Statistical Embedding
NAACL 2018
Native Language Identification with User Generated Content
EMNLP 2018
Punctuation as Native Language Interference
COLING 2018
The Role of Emotions in Native Language Identification
EMNLP 2018
Using Classifier Features to Determine Language Transfer on Morphemes
NAACL 2018
Improving Native Language Identification by Using Spelling Errors
ACL 2017
Improving Sub-Phone Modeling for Better Native Language Identification with Non-Native English Speech
Interspeech 2017
Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification
COLING 2016
Determining Native Language and Deception Using Phonetic Features and Classifier Combination
Interspeech 2016
Multimodal Fusion of Multirate Acoustic, Prosodic, and Lexical Speaker Characteristics for Native Language Identification
Interspeech 2016