:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Shao, Jintian, Cheng, Yiming
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2506.03038
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards Analyzing and Understanding the Limitations of VAPO: A Theoretical Perspective
by: Shao, Jintian, et al.
Published: (2025)

CoT is Not True Reasoning, It Is Just a Tight Constraint to Imitate: A Theory Perspective
by: Shao, Jintian, et al.
Published: (2025)

Towards Analyzing and Understanding the Limitations of DPO: A Theoretical Perspective
by: Feng, Duanyu, et al.
Published: (2024)

Power-Law Decay Loss for Large Language Model Finetuning: A Theory Perspective
by: Shao, Jintian
Published: (2025)

Analyzing Consumer Reviews for Understanding Drivers of Hotels Ratings: An Indian Perspective
by: Dasgupta, Subhasis, et al.
Published: (2024)

Towards a Theoretical Understanding of Synthetic Data in LLM Post-Training: A Reverse-Bottleneck Perspective
by: Gan, Zeyu, et al.
Published: (2024)

Towards Distillation-Resistant Large Language Models: An Information-Theoretic Perspective
by: Fang, Hao, et al.
Published: (2026)

Why Code, Why Now: An Information-Theoretic Perspective on the Limits of Machine Learning
by: Zhao, Zhimin
Published: (2026)

VQ-Logits: Compressing the Output Bottleneck of Large Language Models via Vector Quantized Logits
by: Shao, Jintian, et al.
Published: (2025)

Understanding and Addressing the Under-Translation Problem from the Perspective of Decoding Objective
by: Shao, Chenze, et al.
Published: (2024)

Analyzing Wrap-Up Effects through an Information-Theoretic Lens
by: Meister, Clara, et al.
Published: (2022)

Toward Understanding Unlearning Difficulty: A Mechanistic Perspective and Circuit-Guided Difficulty Metric
by: Cheng, Jiali, et al.
Published: (2026)

Feature Resemblance: Towards a Theoretical Understanding of Analogical Reasoning in Transformers
by: Xu, Ruichen, et al.
Published: (2026)

Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics
by: Zhu, Hanlin, et al.
Published: (2024)

Analyzing Diversity in Healthcare LLM Research: A Scientometric Perspective
by: Restrepo, David, et al.
Published: (2024)

Measuring and Analyzing Subjective Uncertainty in Scientific Communications
by: Sourati, Jamshid, et al.
Published: (2025)

Theoretical Understanding of In-Context Learning in Shallow Transformers with Unstructured Data
by: Xing, Yue, et al.
Published: (2024)

Analyzing and Mitigating Object Hallucination: A Training Bias Perspective
by: Li, Yifan, et al.
Published: (2025)

Towards Cross-lingual Values Judgment: A Consensus-Pluralism Perspective
by: Chen, Yukun, et al.
Published: (2026)

An Information-Theoretic Approach to Analyze NLP Classification Tasks
by: Wang, Luran, et al.
Published: (2024)

Med-HEAL: Analyzing and Mitigating Hallucinations in Medical LLMs with Hallucination-Aware In-Context Learning
by: Liao, Yiming, et al.
Published: (2026)

Benchmarking Abstract and Reasoning Abilities Through A Theoretical Perspective
by: Ma, Qingchuan, et al.
Published: (2025)

Theoretical Limits of Language Model Alignment
by: Paes, Lucas Monteiro, et al.
Published: (2026)

Understanding and Analyzing Inappropriately Targeting Language in Online Discourse: A Comparative Annotation Study
by: Barbarestani, Baran, et al.
Published: (2025)

ComplexFormer: Disruptively Advancing Transformer Inference Ability via Head-Specific Complex Vector Attention
by: Shao, Jintian, et al.
Published: (2025)

On the Theoretical Limitations of Embedding-Based Retrieval
by: Weller, Orion, et al.
Published: (2025)

Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons
by: Chen, Jianhui, et al.
Published: (2024)

Unveiling Cultural Blind Spots: Analyzing the Limitations of mLLMs in Procedural Text Comprehension
by: Yari, Amir Hossein, et al.
Published: (2025)

LinguaGame: A Linguistically Grounded Game-Theoretic Paradigm for Multi-Agent Dialogue Generation
by: Ye, Yuxiao, et al.
Published: (2026)

Do LVLMs Understand Charts? Analyzing and Correcting Factual Errors in Chart Captioning
by: Huang, Kung-Hsiang, et al.
Published: (2023)

A Theoretical Perspective for Speculative Decoding Algorithm
by: Yin, Ming, et al.
Published: (2024)

Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
by: Cheng, Zihui, et al.
Published: (2025)

Reranking Laws for Language Generation: A Communication-Theoretic Perspective
by: Farinhas, António, et al.
Published: (2024)

A Theoretical Understanding of Self-Correction through In-context Alignment
by: Wang, Yifei, et al.
Published: (2024)

LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models
by: Liu, Tianci, et al.
Published: (2024)

Do Large Language Models Truly Understand Geometric Structures?
by: Wang, Xiaofeng, et al.
Published: (2025)

Theoretical Benefit and Limitation of Diffusion Language Model
by: Feng, Guhao, et al.
Published: (2025)

OSUM: Advancing Open Speech Understanding Models with Limited Resources in Academia
by: Geng, Xuelong, et al.
Published: (2025)

A Measure-Theoretic Analysis of Reasoning: Structural Generalization and Approximation Limits
by: Zhang, Yuyang, et al.
Published: (2026)

Analyzing the Roles of Language and Vision in Learning from Limited Data
by: Chen, Allison, et al.
Published: (2024)