STARS: Synchronous Token Alignment for Robust Supervision in Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Quamar, Mohammad Atif, Areeb, Mohammad, Kuznetsov, Mikhail, Ozmen, Muslum Ozgur, Celik, Z. Berkay |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adaptive Blockwise Search: Inference-Time Alignment for Large Language Models
by: Quamar, Mohammad Atif, et al.
Published: (2025)
by: Quamar, Mohammad Atif, et al.
Published: (2025)
Logit-Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning
by: Quamar, Mohammad Atif, et al.
Published: (2025)
by: Quamar, Mohammad Atif, et al.
Published: (2025)
Reliable Chain-of-Thought via Prefix Consistency
by: Iwase, Naoto, et al.
Published: (2026)
by: Iwase, Naoto, et al.
Published: (2026)
Enhancing LLM-based Autonomous Driving Agents to Mitigate Perception Attacks
by: Song, Ruoyu, et al.
Published: (2024)
by: Song, Ruoyu, et al.
Published: (2024)
Learning Concepts, Not Tokens: Self-Supervised Semantic Alignment for Language Models
by: Zhang, Christine, et al.
Published: (2026)
by: Zhang, Christine, et al.
Published: (2026)
Rethinking How to Evaluate Language Model Jailbreak
by: Cai, Hongyu, et al.
Published: (2024)
by: Cai, Hongyu, et al.
Published: (2024)
Implicit Values Embedded in How Humans and LLMs Complete Subjective Everyday Tasks
by: Arunasalam, Arjun, et al.
Published: (2025)
by: Arunasalam, Arjun, et al.
Published: (2025)
MELAC: Massive Evaluation of Large Language Models with Alignment of Culture in Persian Language
by: Farsi, Farhan, et al.
Published: (2025)
by: Farsi, Farhan, et al.
Published: (2025)
FrugalPrompt: Reducing Contextual Overhead in Large Language Models via Token Attribution
by: Raiyan, Syed Rifat, et al.
Published: (2025)
by: Raiyan, Syed Rifat, et al.
Published: (2025)
Making Language Models Robust Against Negation
by: Rezaei, MohammadHossein, et al.
Published: (2025)
by: Rezaei, MohammadHossein, et al.
Published: (2025)
Tokenization Falling Short: On Subword Robustness in Large Language Models
by: Chai, Yekun, et al.
Published: (2024)
by: Chai, Yekun, et al.
Published: (2024)
Probabilistic Token Alignment for Large Language Model Fusion
by: Zeng, Runjia, et al.
Published: (2025)
by: Zeng, Runjia, et al.
Published: (2025)
Improving the Robustness of Large Language Models via Consistency Alignment
by: Zhao, Yukun, et al.
Published: (2024)
by: Zhao, Yukun, et al.
Published: (2024)
Efficient Large Language Models with Zero-Shot Adjustable Acceleration
by: Kachuee, Sajjad, et al.
Published: (2025)
by: Kachuee, Sajjad, et al.
Published: (2025)
Do Emotions Influence Moral Judgment in Large Language Models?
by: Saim, Mohammad, et al.
Published: (2026)
by: Saim, Mohammad, et al.
Published: (2026)
Towards Robust Evaluation: A Comprehensive Taxonomy of Datasets and Metrics for Open Domain Question Answering in the Era of Large Language Models
by: Srivastava, Akchay, et al.
Published: (2024)
by: Srivastava, Akchay, et al.
Published: (2024)
Word Recovery in Large Language Models Enables Character-Level Tokenization Robustness
by: Yang, Zhipeng, et al.
Published: (2026)
by: Yang, Zhipeng, et al.
Published: (2026)
Problematic Tokens: Tokenizer Bias in Large Language Models
by: Yang, Jin, et al.
Published: (2024)
by: Yang, Jin, et al.
Published: (2024)
Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models
by: Lee, Jung Hyun, et al.
Published: (2024)
by: Lee, Jung Hyun, et al.
Published: (2024)
TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability
by: Khan, Mohammad Aflah, et al.
Published: (2025)
by: Khan, Mohammad Aflah, et al.
Published: (2025)
Token-level Accept or Reject: A Micro Alignment Approach for Large Language Models
by: Zhang, Yang, et al.
Published: (2025)
by: Zhang, Yang, et al.
Published: (2025)
Rethinking Tokenization: Crafting Better Tokenizers for Large Language Models
by: Yang, Jinbiao
Published: (2024)
by: Yang, Jinbiao
Published: (2024)
Contrastive Knowledge Transfer and Robust Optimization for Secure Alignment of Large Language Models
by: Zheng, Jiasen, et al.
Published: (2025)
by: Zheng, Jiasen, et al.
Published: (2025)
Towards Data-Efficient Language Models: A Child-Inspired Approach to Language Learning
by: Ghanizadeh, Mohammad Amin, et al.
Published: (2025)
by: Ghanizadeh, Mohammad Amin, et al.
Published: (2025)
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access
by: Geng, Saibo, et al.
Published: (2024)
by: Geng, Saibo, et al.
Published: (2024)
Temporally Consistent Factuality Probing for Large Language Models
by: Bajpai, Ashutosh, et al.
Published: (2024)
by: Bajpai, Ashutosh, et al.
Published: (2024)
Evaluating Morphological Alignment of Tokenizers in 70 Languages
by: Arnett, Catherine, et al.
Published: (2025)
by: Arnett, Catherine, et al.
Published: (2025)
Extracting and Following Paths for Robust Relational Reasoning with Large Language Models
by: Zhang, Ge, et al.
Published: (2024)
by: Zhang, Ge, et al.
Published: (2024)
Reverse Probing: Supervised Token-level Uncertainty Quantification for Large Language Models in Clinical Text
by: Xiao, Bushi, et al.
Published: (2026)
by: Xiao, Bushi, et al.
Published: (2026)
Persona-judge: Personalized Alignment of Large Language Models via Token-level Self-judgment
by: Zhang, Xiaotian, et al.
Published: (2025)
by: Zhang, Xiaotian, et al.
Published: (2025)
Alternating Weak Triphone/BPE Alignment Supervision from Hybrid Model Improves End-to-End ASR
by: Jiang, Jintao, et al.
Published: (2024)
by: Jiang, Jintao, et al.
Published: (2024)
Token Constraint Decoding Improves Robustness on Question Answering for Large Language Models
by: Yao, Jui-Ming, et al.
Published: (2025)
by: Yao, Jui-Ming, et al.
Published: (2025)
Large Language Model as Token Compressor and Decompressor
by: Li, Wenbing, et al.
Published: (2026)
by: Li, Wenbing, et al.
Published: (2026)
Retrofitting Large Language Models with Dynamic Tokenization
by: Feher, Darius, et al.
Published: (2024)
by: Feher, Darius, et al.
Published: (2024)
Uncertainty Quantification in Large Language Models Through Convex Hull Analysis
by: Catak, Ferhat Ozgur, et al.
Published: (2024)
by: Catak, Ferhat Ozgur, et al.
Published: (2024)
Personality Alignment of Large Language Models
by: Zhu, Minjun, et al.
Published: (2024)
by: Zhu, Minjun, et al.
Published: (2024)
Pedagogical Alignment of Large Language Models
by: Sonkar, Shashank, et al.
Published: (2024)
by: Sonkar, Shashank, et al.
Published: (2024)
PsychoLex: Unveiling the Psychological Mind of Large Language Models
by: Abbasi, Mohammad Amin, et al.
Published: (2024)
by: Abbasi, Mohammad Amin, et al.
Published: (2024)
RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
by: Luo, Junyu, et al.
Published: (2024)
by: Luo, Junyu, et al.
Published: (2024)
Performance Evaluation of Tokenizers in Large Language Models for the Assamese Language
by: Tamang, Sagar, et al.
Published: (2024)
by: Tamang, Sagar, et al.
Published: (2024)
Similar Items
-
Adaptive Blockwise Search: Inference-Time Alignment for Large Language Models
by: Quamar, Mohammad Atif, et al.
Published: (2025) -
Logit-Entropy Adaptive Stopping Heuristic for Efficient Chain-of-Thought Reasoning
by: Quamar, Mohammad Atif, et al.
Published: (2025) -
Reliable Chain-of-Thought via Prefix Consistency
by: Iwase, Naoto, et al.
Published: (2026) -
Enhancing LLM-based Autonomous Driving Agents to Mitigate Perception Attacks
by: Song, Ruoyu, et al.
Published: (2024) -
Learning Concepts, Not Tokens: Self-Supervised Semantic Alignment for Language Models
by: Zhang, Christine, et al.
Published: (2026)