Cover Image

What Drives Performance in Multilingual Language Models?

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nezhad, Sina Bagheri, Agrawal, Ameeta
Format:	Preprint
Published:	2024
Subjects:	Computation and Language I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Exploring the Maze of Multilingual Modeling
by: Nezhad, Sina Bagheri, et al.
Published: (2023)

Socially Responsible Data for Large Multilingual Language Models
by: Smart, Andrew, et al.
Published: (2024)

RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
by: Saji, Alan, et al.
Published: (2025)

Tokenization and Morphology in Multilingual Language Models: A Comparative Analysis of mT5 and ByT5
by: Dang, Thao Anh, et al.
Published: (2024)

Adapting Multilingual Models to Code-Mixed Tasks via Model Merging
by: Kodali, Prashant, et al.
Published: (2025)

2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset
by: Costa-jussà, Marta R., et al.
Published: (2024)

What Language Models Know But Don't Say: Non-Generative Prior Extraction for Generalization
by: Rezaeimanesh, Sara, et al.
Published: (2026)

Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models
by: Nezhad, Sina Bagheri, et al.
Published: (2024)

Enhancing Large Language Models with Neurosymbolic Reasoning for Multilingual Tasks
by: Nezhad, Sina Bagheri, et al.
Published: (2025)

Refining Packing and Shuffling Strategies for Enhanced Performance in Generative Language Models
by: Chen, Yanbing, et al.
Published: (2024)

Towards Massive Multilingual Holistic Bias
by: Tan, Xiaoqing Ellen, et al.
Published: (2024)

Towards Fundamental Language Models: Does Linguistic Competence Scale with Model Size?
by: Collado-Montañez, Jaime, et al.
Published: (2025)

Ensemble Language Models for Multilingual Sentiment Analysis
by: Hasan, Md Arid
Published: (2024)

CRISP: Persistent Concept Unlearning via Sparse Autoencoders
by: Ashuach, Tomer, et al.
Published: (2025)

EnDive: A Cross-Dialect Benchmark for Fairness and Performance in Large Language Models
by: Gupta, Abhay, et al.
Published: (2025)

idT5: Indonesian Version of Multilingual T5 Transformer
by: Fuadi, Mukhlish, et al.
Published: (2023)

DimStance: Multilingual Datasets for Dimensional Stance Analysis
by: Becker, Jonas, et al.
Published: (2026)

Ensembling Multilingual Transformers for Robust Sentiment Analysis of Tweets
by: Bilehsavar, Meysam Shirdel, et al.
Published: (2025)

Predictive Simultaneous Interpretation: Harnessing Large Language Models for Democratizing Real-Time Multilingual Communication
by: Iida, Kurando, et al.
Published: (2024)

ML-Promise: A Multilingual Dataset for Corporate Promise Verification
by: Seki, Yohei, et al.
Published: (2024)

What to Keep and What to Drop: Adaptive Table Filtering Framework
by: Jang, WonJune
Published: (2025)

Bielik 11B v3: Multilingual Large Language Model for European Languages
by: Ociepa, Krzysztof, et al.
Published: (2025)

DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysis
by: Lee, Lung-Hao, et al.
Published: (2026)

Super Tiny Language Models
by: Hillier, Dylan, et al.
Published: (2024)

Improving QA Model Performance with Cartographic Inoculation
by: Chen, Allen, et al.
Published: (2024)

Boosting Accuracy and Interpretability in Multilingual Hate Speech Detection Through Layer Freezing and Explainable AI
by: Bilehsavar, Meysam Shirdel, et al.
Published: (2026)

I run as fast as a rabbit, can you? A Multilingual Simile Dialogue Dataset
by: Ma, Longxuan, et al.
Published: (2023)

"AGI" team at SHROOM-CAP: Data-Centric Approach to Multilingual Hallucination Detection using XLM-RoBERTa
by: Rathva, Harsh, et al.
Published: (2025)

Text-Based Approaches to Item Difficulty Modeling in Large-Scale Assessments: A Systematic Review
by: Peters, Sydney, et al.
Published: (2025)

Precise Length Control in Large Language Models
by: Butcher, Bradley, et al.
Published: (2024)

Large Language Models for Biomedical Article Classification
by: Proboszcz, Jakub, et al.
Published: (2026)

Strategy Adaptation in Large Language Model Werewolf Agents
by: Nakamori, Fuya, et al.
Published: (2025)

PL-Guard: Benchmarking Language Model Safety for Polish
by: Krasnodębska, Aleksandra, et al.
Published: (2025)

Large Language Models for Persian $ \leftrightarrow $ English Idiom Translation
by: Rezaeimanesh, Sara, et al.
Published: (2024)

Towards Human Understanding of Paraphrase Types in Large Language Models
by: Meier, Dominik, et al.
Published: (2024)

Qomhra: A Bilingual Irish and English Large Language Model
by: McInerney, Joseph, et al.
Published: (2025)

Dialect Normalization using Large Language Models and Morphological Rules
by: Dimakis, Antonios, et al.
Published: (2025)

RUQuant: Towards Refining Uniform Quantization for Large Language Models
by: Liu, Han, et al.
Published: (2026)

Task Contamination: Language Models May Not Be Few-Shot Anymore
by: Li, Changmao, et al.
Published: (2023)

LinkNER: Linking Local Named Entity Recognition Models to Large Language Models using Uncertainty
by: Zhang, Zhen, et al.
Published: (2024)