Image de couverture de livre

Enhancing Multilingual Language Models for Code-Switched Input Data

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Xie, Katherine, Babbar, Nitya, Chen, Vicky, Turura, Yoanna
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Evaluating Large Language Models on Multiword Expressions in Multilingual and Code-Switched Contexts
par: De Leon, Frances Laureano, et autres
Publié: (2025)

Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training
par: Wang, Zhijun, et autres
Publié: (2025)

SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset
par: Xie, Peng, et autres
Publié: (2025)

Think Multilingual, Not Harder: A Data-Efficient Framework for Teaching Reasoning Models to Code-Switch
par: Lin, Eleanor M., et autres
Publié: (2026)

Developing a Multilingual Dataset and Evaluation Metrics for Code-Switching: A Focus on Hong Kong's Polylingual Dynamics
par: Xie, Peng, et autres
Publié: (2023)

Cross-Lingual Transfer from Related Languages: Treating Low-Resource Maltese as Multilingual Code-Switching
par: Micallef, Kurt, et autres
Publié: (2024)

Evaluating Multilingual and Code-Switched Alignment in LLMs via Synthetic Natural Language Inference
par: Abdaljalil, Samir, et autres
Publié: (2025)

Language Matters: How Do Multilingual Input and Reasoning Paths Affect Large Reasoning Models?
par: Tam, Zhi Rui, et autres
Publié: (2025)

Beyond Bilingual Transfer: Multilingual Code-Switching in Instruction Tuning
par: Asano, Shunta, et autres
Publié: (2026)

Code-Switching Curriculum Learning for Multilingual Transfer in LLMs
par: Yoo, Haneul, et autres
Publié: (2024)

Code-Switching Red-Teaming: LLM Evaluation for Safety and Multilingual Understanding
par: Yoo, Haneul, et autres
Publié: (2024)

CS-FLEURS: A Massively Multilingual and Code-Switched Speech Dataset
par: Yan, Brian, et autres
Publié: (2025)

Multilingual Language Model Pretraining using Machine-translated Data
par: Wang, Jiayi, et autres
Publié: (2025)

The Rise and Down of Babel Tower: Investigating the Evolution Process of Multilingual Code Large Language Model
par: Chen, Jiawei, et autres
Publié: (2024)

XDoGE: Multilingual Data Reweighting to Enhance Language Inclusivity in LLMs
par: Lacunza, Iñaki, et autres
Publié: (2025)

EMMA-500: Enhancing Massively Multilingual Adaptation of Large Language Models
par: Ji, Shaoxiong, et autres
Publié: (2024)

Is It Good Data for Multilingual Instruction Tuning or Just Bad Multilingual Evaluation for Large Language Models?
par: Chen, Pinzhen, et autres
Publié: (2024)

IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators
par: Paul, Indraneil, et autres
Publié: (2024)

Enhancing Large Language Models with Neurosymbolic Reasoning for Multilingual Tasks
par: Nezhad, Sina Bagheri, et autres
Publié: (2025)

How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?
par: Wu, Siye, et autres
Publié: (2024)

Towards Building Multilingual Language Model for Medicine
par: Qiu, Pengcheng, et autres
Publié: (2024)

MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis
par: Liu, Yilun, et autres
Publié: (2025)

Multilingual Large Language Models and Curse of Multilinguality
par: Gurgurov, Daniil, et autres
Publié: (2024)

DynaSpec: Context-aware Dynamic Speculative Sampling for Large-Vocabulary Language Models
par: Zhang, Jinbin, et autres
Publié: (2025)

Pruning Multilingual Large Language Models for Multilingual Inference
par: Kim, Hwichan, et autres
Publié: (2024)

M2G-Eval: Enhancing and Evaluating Multi-granularity Multilingual Code Generation
par: Xu, Fanglin, et autres
Publié: (2025)

Structured Code Representations Enable Data-Efficient Adaptation of Code Language Models
par: Agarwal, Mayank, et autres
Publié: (2024)

Prompting Towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot
par: Terblanche, Michelle, et autres
Publié: (2024)

Code-Switched Language Identification is Harder Than You Think
par: Burchell, Laurie, et autres
Publié: (2024)

Methods of Automatic Matrix Language Determination for Code-Switched Speech
par: Iakovenko, Olga, et autres
Publié: (2024)

OLA: Output Language Alignment in Code-Switched LLM Interactions
par: Oh, Juhyun, et autres
Publié: (2026)

Scaling Model and Data for Multilingual Machine Translation with Open Large Language Models
par: Shang, Yuzhe, et autres
Publié: (2026)

Polyglot Teachers: Evaluating Language Models for Multilingual Synthetic Data Generation
par: Miranda, Lester James V., et autres
Publié: (2026)

mHumanEval -- A Multilingual Benchmark to Evaluate Large Language Models for Code Generation
par: Raihan, Nishat, et autres
Publié: (2024)

MEMLA: Enhancing Multilingual Knowledge Editing with Neuron-Masked Low-Rank Adaptation
par: Xie, Jiakuan, et autres
Publié: (2024)

Enhancing Multilingual LLM Pretraining with Model-Based Data Selection
par: Messmer, Bettina, et autres
Publié: (2025)

Leveraging Zipformer Model for Effective Language Identification in Code-Switched Child-Directed Speech
par: Shankar, Lavanya, et autres
Publié: (2025)

MaskLID: Code-Switching Language Identification through Iterative Masking
par: Kargaran, Amir Hossein, et autres
Publié: (2024)

Distilling Multilingual Vision-Language Models: When Smaller Models Stay Multilingual
par: Sriratanawilai, Sukrit, et autres
Publié: (2025)

Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching
par: Kim, Seoyeon, et autres
Publié: (2024)