Cover Image

From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Adilazuarda, Muhammad Farid, Liu, Chen Cecilia, Gurevych, Iryna, Aji, Alham Fikri
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards Measuring and Modeling "Culture" in LLMs: A Survey
by: Adilazuarda, Muhammad Farid, et al.
Published: (2024)

Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting
by: Mukherjee, Sagnik, et al.
Published: (2024)

Enabling Natural Zero-Shot Prompting on Encoder Models via Statement-Tuning
by: Elshabrawy, Ahmed, et al.
Published: (2024)

LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization
by: Adilazuarda, Muhammad Farid, et al.
Published: (2024)

QLESS: A Quantized Approach for Data Valuation and Selection in Large Language Model Fine-Tuning
by: Ananta, Moses, et al.
Published: (2025)

Cultural Learning-Based Culture Adaptation of Language Models
by: Liu, Chen Cecilia, et al.
Published: (2025)

NusaAksara: A Multimodal and Multilingual Benchmark for Preserving Indonesian Indigenous Scripts
by: Adilazuarda, Muhammad Farid, et al.
Published: (2025)

LoraxBench: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages
by: Aji, Alham Fikri, et al.
Published: (2025)

Improving Low-Resource Machine Translation via Round-Trip Reinforcement Learning
by: Attia, Ahmed, et al.
Published: (2026)

MLKV: Multi-Layer Key-Value Heads for Memory Efficient Transformer Decoding
by: Zuhri, Zayd Muhammad Kawakibi, et al.
Published: (2024)

The Privileged Students: On the Value of Initialization in Multilingual Knowledge Distillation
by: Wibowo, Haryo Akbarianto, et al.
Published: (2024)

Daisy-TTS: Simulating Wider Spectrum of Emotions via Prosody Embedding Decomposition
by: Chevi, Rendi, et al.
Published: (2024)

Multilinguality as Sense Adaptation
by: Cruz, Jan Christian Blaise, et al.
Published: (2026)

Does Visual Rendering Bypass Tokenization? Investigating Script-Tokenizer Misalignment in Pixel-Based Language Models
by: Susanto, Lucky, et al.
Published: (2026)

Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art
by: Liu, Chen Cecilia, et al.
Published: (2024)

Beyond Turing: A Comparative Analysis of Approaches for Detecting Machine-Generated Text
by: Adilazuarda, Muhammad Farid
Published: (2023)

Can Multimodal LLMs do Visual Temporal Understanding and Reasoning? The answer is No!
by: Imam, Mohamed Fazli, et al.
Published: (2025)

LLMs as Cultural Archives: Cultural Commonsense Knowledge Graph Extraction
by: Tonga, Junior Cedric, et al.
Published: (2026)

Efficient and Interpretable Grammatical Error Correction with Mixture of Experts
by: Qorib, Muhammad Reza, et al.
Published: (2024)

Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models
by: Kaneko, Masahiro, et al.
Published: (2025)

Extracting General-use Transformers for Low-resource Languages via Knowledge Distillation
by: Cruz, Jan Christian Blaise, et al.
Published: (2025)

Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models
by: Lyu, Chenyang, et al.
Published: (2024)

Are Multilingual LLMs Culturally-Diverse Reasoners? An Investigation into Multicultural Proverbs and Sayings
by: Liu, Chen Cecilia, et al.
Published: (2023)

Data Laundering: Artificially Boosting Benchmark Results through Knowledge Distillation
by: Mansurov, Jonibek, et al.
Published: (2024)

Sense Representations Are Inducible Interfaces
by: Cruz, Jan Christian Blaise, et al.
Published: (2026)

LLM Olympiad: Why Model Evaluation Needs a Sealed Exam
by: Cruz, Jan Christian Blaise, et al.
Published: (2026)

PingPong: A Natural Benchmark for Multi-Turn Code-Switching Dialogues
by: Farhansyah, Mohammad Rifqi, et al.
Published: (2026)

Language-Specific Latent Process Hinders Cross-Lingual Performance
by: Lim, Zheng Wei, et al.
Published: (2025)

Multicultural Spyfall: Assessing LLMs through Dynamic Multilingual Social Deduction Game
by: Wibowo, Haryo Akbarianto, et al.
Published: (2026)

Beyond Transfer Accuracy: Faithful Circuits for Controlled Low-Resource Adaptation
by: Nur'aini, Khumaisa, et al.
Published: (2026)

SEA-Guard: Culturally Grounded Multilingual Safeguard for Southeast Asia
by: Tasawong, Panuthep, et al.
Published: (2026)

SEA-SafeguardBench: Evaluating AI Safety in SEA Languages and Cultures
by: Tasawong, Panuthep, et al.
Published: (2025)

How Individual Traits and Language Styles Shape Preferences In Open-ended User-LLM Interaction: A Preliminary Study
by: Chevi, Rendi, et al.
Published: (2025)

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions
by: Wu, Minghao, et al.
Published: (2023)

TextGames: Learning to Self-Play Text-Based Puzzle Games via Language Model Reasoning
by: Hudi, Frederikus, et al.
Published: (2025)

COPAL-ID: Indonesian Language Reasoning with Local Culture and Nuances
by: Wibowo, Haryo Akbarianto, et al.
Published: (2023)

Idea First, Code Later: Disentangling Problem Solving from Code Generation in Evaluating LLMs for Competitive Programming
by: Hadhoud, Sama, et al.
Published: (2026)

Tailored Emotional LLM-Supporter: Enhancing Cultural Sensitivity
by: Liu, Chen Cecilia, et al.
Published: (2025)

Crosslingual Reasoning through Test-Time Scaling
by: Yong, Zheng-Xin, et al.
Published: (2025)

WangchanThaiInstruct: An instruction-following Dataset for Culture-Aware, Multitask, and Multi-domain Evaluation in Thai
by: Limkonchotiwat, Peerat, et al.
Published: (2025)