Cover Image

TriAlign: Towards Universal Truth Consistency in Personalized LLM Alignment

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Nguyen, Thi-Nhung, Luo, Linhao, Omari, Rollin, Kim, Junae, Vu, Thuy-Trang, Phung, Dinh
Format:	Preprint
Published:	2026
Subjects:	Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Social Cost of Intelligence: Emergence, Propagation, and Amplification of Stereotypical Bias in Multi-Agent Systems
by: Nguyen, Thi-Nhung, et al.
Published: (2025)

Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding
by: Nguyen, Thi-Nhung, et al.
Published: (2025)

Improving Table Understanding with LLMs and Entity-Oriented Search
by: Nguyen, Thi-Nhung, et al.
Published: (2025)

Adaptive Subspace Projection for Generative Personalization
by: Nguyen, Van-Anh, et al.
Published: (2026)

Mitigating Semantic Collapse in Generative Personalization with Test-Time Embedding Adjustment
by: Bui, Anh, et al.
Published: (2025)

SituatedThinker: Grounding LLM Reasoning with Real-World through Situated Thinking
by: Liu, Junnan, et al.
Published: (2025)

Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs
by: Nguyen, Minh-Vuong, et al.
Published: (2024)

Adversarial Robustness on Image Classification with $k$-means
by: Omari, Rollin, et al.
Published: (2023)

AIPO: Learning to Reason from Active Interaction
by: Liu, Junnan, et al.
Published: (2026)

Active Continual Learning: On Balancing Knowledge Retention and Learnability
by: Vu, Thuy-Trang, et al.
Published: (2023)

Nested Named-Entity Recognition on Vietnamese COVID-19: Dataset and Experiments
by: Lê, Ngoc C., et al.
Published: (2025)

Continual Learning for Large Language Models: A Survey
by: Wu, Tongtong, et al.
Published: (2024)

Towards Inference-time Scaling for Continuous Space Reasoning
by: Wang, Minghan, et al.
Published: (2025)

MAPLE: Multi-Agent Adaptive Planning with Long-Term Memory for Table Reasoning
by: Bai, Ye, et al.
Published: (2025)

CONGRAD:Conflicting Gradient Filtering for Multilingual Preference Alignment
by: Li, Jiangnan, et al.
Published: (2025)

Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR
by: Wang, Minghan, et al.
Published: (2024)

Fantastic Targets for Concept Erasure in Diffusion Models and Where To Find Them
by: Bui, Anh, et al.
Published: (2025)

SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models
by: Li, Zhuang, et al.
Published: (2024)

GFM-RAG: Graph Foundation Model for Retrieval Augmented Generation
by: Luo, Linhao, et al.
Published: (2025)

ViQA-COVID: COVID-19 Machine Reading Comprehension Dataset for Vietnamese
by: Nguyen-Phung, Hai-Chung, et al.
Published: (2025)

Teaching English through a Second Language to Linguistic Minority Students in EFL Contexts: Identifying “Double Subtractive” Education
by: Trang Thi Thuy Nguyen
Published: (2024)

The Best of Both Worlds: Bridging Quality and Diversity in Data Selection with Bipartite Graph
by: Wu, Minghao, et al.
Published: (2024)

Mixture-of-Skills: Learning to Optimize Data Usage for Fine-Tuning Large Language Models
by: Wu, Minghao, et al.
Published: (2024)

Towards Reliable Truth-Aligned Uncertainty Estimation in Large Language Models
by: Srey, Ponhvoan, et al.
Published: (2026)

SpeechDialogueFactory: Generating High-Quality Speech Dialogue Data to Accelerate Your Speech-LLM Development
by: Wang, Minghan, et al.
Published: (2025)

Beyond Imitation: Recovering Dense Rewards from Demonstrations
by: Li, Jiangnan, et al.
Published: (2025)

CoT2Align: Cross-Chain of Thought Distillation via Optimal Transport Alignment for Language Models with Different Tokenizers
by: Le, Anh Duc, et al.
Published: (2025)

Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model
by: Wang, Minghan, et al.
Published: (2025)

LiveCultureBench: a Multi-Agent, Multi-Cultural Benchmark for Large Language Models in Dynamic Social Simulations
by: Pham, Viet-Thanh, et al.
Published: (2026)

HyPerAlign: Interpretable Personalized LLM Alignment via Hypothesis Generation
by: Garbacea, Cristina, et al.
Published: (2025)

Towards Generalising Neural Topical Representations
by: Yang, Xiaohao, et al.
Published: (2023)

Adapting Large Language Models for Document-Level Machine Translation
by: Wu, Minghao, et al.
Published: (2024)

Discrete Minds in a Continuous World: Do Language Models Know Time Passes?
by: Wang, Minghan, et al.
Published: (2025)

Conversational SimulMT: Efficient Simultaneous Translation with Large Language Models
by: Wang, Minghan, et al.
Published: (2024)

Credit C-GPT: A Domain-Specialized Large Language Model for Conversational Understanding in Vietnamese Debt Collection
by: Hong, Nhung Nguyen Thi, et al.
Published: (2026)

Align Once, Benefit Multilingually: Enforcing Multilingual Consistency for LLM Safety Alignment
by: Bu, Yuyan, et al.
Published: (2026)

XTRA: Cross-Lingual Topic Modeling with Topic and Representation Alignments
by: Nguyen, Tien Phat, et al.
Published: (2025)

Discourse Graph Guided Document Translation with Large Language Models
by: Pham, Viet-Thanh, et al.
Published: (2025)

GTS: Inference-Time Scaling of Latent Reasoning with a Learnable Gaussian Thought Sampler
by: Wang, Minghan, et al.
Published: (2026)

Extending LLMs to New Languages: A Case Study of Llama and Persian Adaptation
by: Sani, Samin Mahdizadeh, et al.
Published: (2024)