Cover Image

Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nguyen, Hoang H, Mahajan, Khyati, Yadav, Vikas, Salazar, Julian, Yu, Philip S., Hashemi, Masoud, Maheshwary, Rishabh
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
by: Maheshwary, Rishabh, et al.
Published: (2024)

Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA
by: Maheshwary, Rishabh, et al.
Published: (2025)

Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models
by: Madhusudhan, Nishanth, et al.
Published: (2024)

Curry-DPO: Enhancing Alignment using Curriculum Learning & Ranked Preferences
by: Pattnaik, Pulkit, et al.
Published: (2024)

Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels
by: Dumitru, Razvan-Gabriel, et al.
Published: (2024)

Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework
by: Tiwari, Aman, et al.
Published: (2024)

BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning
by: Masry, Ahmed, et al.
Published: (2025)

ViSpeechFormer: A Phonemic Approach for Vietnamese Automatic Speech Recognition
by: Nguyen, Khoa Anh, et al.
Published: (2026)

LangSAMP: Language-Script Aware Multilingual Pretraining
by: Liu, Yihong, et al.
Published: (2024)

PolyIPA -- Multilingual Phoneme-to-Grapheme Conversion Model
by: Lauc, Davor
Published: (2024)

CORI: CJKV Benchmark with Romanization Integration -- A step towards Cross-lingual Transfer Beyond Textual Scripts
by: Nguyen, Hoang H., et al.
Published: (2024)

Error Taxonomy-Guided Prompt Optimization
by: Singh, Mayank, et al.
Published: (2026)

Breaking the Script Barrier: Enabling Automatic Alignment for PoS-based ASR Error Analysis in Non-Latin Scripts
by: Mudi, Prasenjit K, et al.
Published: (2026)

IITR-CIOL@NLU of Devanagari Script Languages 2025: Multilingual Hate Speech Detection and Target Identification in Devanagari-Scripted Languages
by: Gupta, Siddhant, et al.
Published: (2024)

Multilingual Language Models Encode Script Over Linguistic Structure
by: Verma, Aastha A K, et al.
Published: (2026)

Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts
by: Ma, Chunlan, et al.
Published: (2024)

The Role of Orthographic Consistency in Multilingual Embedding Models for Text Classification in Arabic-Script Languages
by: Abdullah, Abdulhady Abas, et al.
Published: (2025)

The Latin Substrate: How Language Models Represent and Mediate Script Choice
by: Gurgurov, Daniil, et al.
Published: (2026)

OLaPh: Optimal Language Phonemizer
by: Wirth, Johannes
Published: (2025)

Cultural Alignment in Large Language Models Using Soft Prompt Tuning
by: Masoud, Reem I., et al.
Published: (2025)

Prompt Balance Matters: Understanding How Imbalanced Few-Shot Learning Affects Multilingual Sense Disambiguation in LLMs
by: Sumanathilaka, Deshan, et al.
Published: (2025)

M-RewardBench: Evaluating Reward Models in Multilingual Settings
by: Gureja, Srishti, et al.
Published: (2024)

Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs
by: Mondshine, Itai, et al.
Published: (2025)

Multilingual Dialogue Generation and Localization with Dialogue Act Scripting
by: Vasselli, Justin, et al.
Published: (2025)

Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation
by: Chen, Yi-Chang, et al.
Published: (2024)

Multilingual Dysarthric Speech Assessment Using Universal Phone Recognition and Language-Specific Phonemic Contrast Modeling
by: Yeo, Eunjung, et al.
Published: (2026)

Nile-Chat: Egyptian Language Models for Arabic and Latin Scripts
by: Shang, Guokan, et al.
Published: (2025)

XDoGE: Multilingual Data Reweighting to Enhance Language Inclusivity in LLMs
by: Lacunza, Iñaki, et al.
Published: (2025)

Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models
by: Lu, Hongyuan, et al.
Published: (2024)

Classification of Spontaneous and Scripted Speech for Multilingual Audio
by: Elisha, Shahar, et al.
Published: (2024)

Enhanced Sign Language Translation between American Sign Language (ASL) and Indian Sign Language (ISL) Using LLMs
by: Kumar, Malay, et al.
Published: (2024)

The Script Tax: Measuring Tokenization-Driven Efficiency and Latency Disparities in Multilingual Language Models
by: Dixit, Aradhya, et al.
Published: (2026)

Controlling Language Confusion in Multilingual LLMs
by: Lee, Nahyun, et al.
Published: (2025)

TransliCo: A Contrastive Learning Framework to Address the Script Barrier in Multilingual Pretrained Language Models
by: Liu, Yihong, et al.
Published: (2024)

Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment
by: Xhelili, Orgest, et al.
Published: (2024)

Low-Resourced Speech Recognition for Iu Mien Language via Weakly-Supervised Phoneme-based Multilingual Pre-training
by: Dong, Lukuan, et al.
Published: (2024)

Infusing Knowledge into Large Language Models with Contextual Prompts
by: Vasisht, Kinshuk, et al.
Published: (2024)

Against All Odds: Overcoming Typology, Script, and Language Confusion in Multilingual Embedding Inversion Attacks
by: Chen, Yiyi, et al.
Published: (2024)

Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errors
by: Yadav, Vikas, et al.
Published: (2024)

AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs
by: Nguyen, Hoang, et al.
Published: (2025)