Saved in:
| Main Authors: | An, Hao, Lou, Yibin, Guo, Jiayi, Xu, Yang |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2604.14324 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ENTP: Enhancing Low-Quality SFT Data via Neural-Symbolic Text Purge-Mix
by: Yang, Zile, et al.
Published: (2025)
by: Yang, Zile, et al.
Published: (2025)
The Gray Zone of Faithfulness: Taming Ambiguity in Unfaithfulness Detection
by: Ding, Qiang, et al.
Published: (2025)
by: Ding, Qiang, et al.
Published: (2025)
How Knowledge Popularity Influences and Enhances LLM Knowledge Boundary Perception
by: Ni, Shiyu, et al.
Published: (2025)
by: Ni, Shiyu, et al.
Published: (2025)
Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering
by: Zhang, Nonghai, et al.
Published: (2026)
by: Zhang, Nonghai, et al.
Published: (2026)
LaSR: Context-Aware Speech Recognition via Latent Reasoning
by: Liu, Heyang, et al.
Published: (2026)
by: Liu, Heyang, et al.
Published: (2026)
DeskVision: Large Scale Desktop Region Captioning for Advanced GUI Agents
by: Xu, Yibin, et al.
Published: (2025)
by: Xu, Yibin, et al.
Published: (2025)
Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning
by: Wu, Zheng, et al.
Published: (2026)
by: Wu, Zheng, et al.
Published: (2026)
Precise Legal Sentence Boundary Detection for Retrieval at Scale: NUPunkt and CharBoundary
by: Bommarito, Michael J, et al.
Published: (2025)
by: Bommarito, Michael J, et al.
Published: (2025)
Less is More: Denoising Knowledge Graphs For Retrieval Augmented Generation
by: Zheng, Yilun, et al.
Published: (2025)
by: Zheng, Yilun, et al.
Published: (2025)
MMBoundary: Advancing MLLM Knowledge Boundary Awareness through Reasoning Step Confidence Calibration
by: He, Zhitao, et al.
Published: (2025)
by: He, Zhitao, et al.
Published: (2025)
Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning
by: Li, Muzhi, et al.
Published: (2024)
by: Li, Muzhi, et al.
Published: (2024)
GeoEdit: Geometric Knowledge Editing for Large Language Models
by: Feng, Yujie, et al.
Published: (2025)
by: Feng, Yujie, et al.
Published: (2025)
Geometric Latent Reasoning Induces Shorter Generations in LLMs
by: Kumar, Shashi, et al.
Published: (2026)
by: Kumar, Shashi, et al.
Published: (2026)
User-Aware Active Knowledge Acquisition for Emotional Support Dialogue
by: Xu, Mufan, et al.
Published: (2026)
by: Xu, Mufan, et al.
Published: (2026)
Knowledge Boundary of Large Language Models: A Survey
by: Li, Moxin, et al.
Published: (2024)
by: Li, Moxin, et al.
Published: (2024)
Probing the Knowledge Boundary: An Interactive Agentic Framework for Deep Knowledge Extraction
by: Yang, Yuheng, et al.
Published: (2026)
by: Yang, Yuheng, et al.
Published: (2026)
MAC-Tuning: LLM Multi-Compositional Problem Reasoning with Enhanced Knowledge Boundary Awareness
by: Huang, Junsheng, et al.
Published: (2025)
by: Huang, Junsheng, et al.
Published: (2025)
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception
by: Ni, Shiyu, et al.
Published: (2025)
by: Ni, Shiyu, et al.
Published: (2025)
MIND: From Passive Mimicry to Active Reasoning through Capability-Aware Multi-Perspective CoT Distillation
by: Cui, Jin, et al.
Published: (2026)
by: Cui, Jin, et al.
Published: (2026)
KARL: Mitigating Hallucinations in LLMs via Knowledge-Boundary-Aware Reinforcement Learning
by: Gao, Cheng, et al.
Published: (2026)
by: Gao, Cheng, et al.
Published: (2026)
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals
by: Chen, Lida, et al.
Published: (2024)
by: Chen, Lida, et al.
Published: (2024)
Deep Sparse Latent Feature Models for Knowledge Graph Completion
by: Li, Haotian, et al.
Published: (2024)
by: Li, Haotian, et al.
Published: (2024)
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations
by: Xiao, Chenghao, et al.
Published: (2025)
by: Xiao, Chenghao, et al.
Published: (2025)
Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction
by: Sun, Qi, et al.
Published: (2024)
by: Sun, Qi, et al.
Published: (2024)
Benchmarking Knowledge Boundary for Large Language Models: A Different Perspective on Model Evaluation
by: Yin, Xunjian, et al.
Published: (2024)
by: Yin, Xunjian, et al.
Published: (2024)
EtCon: Edit-then-Consolidate for Reliable Knowledge Editing
by: Li, Ruilin, et al.
Published: (2025)
by: Li, Ruilin, et al.
Published: (2025)
ReCellTy: Domain-Specific Knowledge Graph Retrieval-Augmented LLMs Reasoning Workflow for Single-Cell Annotation
by: Han, Dezheng, et al.
Published: (2025)
by: Han, Dezheng, et al.
Published: (2025)
Semantic Triplet Restoration: A Novel Protocol for Hierarchical Table Understanding in Large Language Models
by: Zhao, Yibin, et al.
Published: (2026)
by: Zhao, Yibin, et al.
Published: (2026)
Attr-Int: A Simple and Effective Entity Alignment Framework for Heterogeneous Knowledge Graphs
by: Yang, Linyan, et al.
Published: (2024)
by: Yang, Linyan, et al.
Published: (2024)
LLMsPark: A Benchmark for Evaluating Large Language Models in Strategic Gaming Contexts
by: Chen, Junhao, et al.
Published: (2025)
by: Chen, Junhao, et al.
Published: (2025)
Data-free Weight Compress and Denoise for Large Language Models
by: Peng, Runyu, et al.
Published: (2024)
by: Peng, Runyu, et al.
Published: (2024)
When Do LLM Agents Treat Surface Noise Differently from Semantic Noise? A 68-Cell Measurement Study with a Held-Out Trace-Level Validation
by: Zhang, Liyun, et al.
Published: (2026)
by: Zhang, Liyun, et al.
Published: (2026)
MoST: Mixing Speech and Text with Modality-Aware Mixture of Experts
by: Lou, Yuxuan, et al.
Published: (2026)
by: Lou, Yuxuan, et al.
Published: (2026)
Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation
by: Ren, Ruiyang, et al.
Published: (2023)
by: Ren, Ruiyang, et al.
Published: (2023)
G-SAP: Graph-based Structure-Aware Prompt Learning over Heterogeneous Knowledge for Commonsense Reasoning
by: Dai, Ruiting, et al.
Published: (2024)
by: Dai, Ruiting, et al.
Published: (2024)
"The Whole Is Greater Than the Sum of Its Parts": A Compatibility-Aware Multi-Teacher CoT Distillation Framework
by: Cui, Jin, et al.
Published: (2026)
by: Cui, Jin, et al.
Published: (2026)
AlignEvoSkill: Towards Knowledge-Aware and Task-Aligned Agent Skill Evolution
by: Wang, Dingzirui, et al.
Published: (2025)
by: Wang, Dingzirui, et al.
Published: (2025)
S$^2$DN: Learning to Denoise Unconvincing Knowledge for Inductive Knowledge Graph Completion
by: Ma, Tengfei, et al.
Published: (2024)
by: Ma, Tengfei, et al.
Published: (2024)
KARE-RAG: Knowledge-Aware Refinement and Enhancement for RAG
by: Li, Yongjian, et al.
Published: (2025)
by: Li, Yongjian, et al.
Published: (2025)
Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models
by: Ding, Wenxuan, et al.
Published: (2023)
by: Ding, Wenxuan, et al.
Published: (2023)
Similar Items
-
ENTP: Enhancing Low-Quality SFT Data via Neural-Symbolic Text Purge-Mix
by: Yang, Zile, et al.
Published: (2025) -
The Gray Zone of Faithfulness: Taming Ambiguity in Unfaithfulness Detection
by: Ding, Qiang, et al.
Published: (2025) -
How Knowledge Popularity Influences and Enhances LLM Knowledge Boundary Perception
by: Ni, Shiyu, et al.
Published: (2025) -
Silence the Judge: Reinforcement Learning with Self-Verifier via Latent Geometric Clustering
by: Zhang, Nonghai, et al.
Published: (2026) -
LaSR: Context-Aware Speech Recognition via Latent Reasoning
by: Liu, Heyang, et al.
Published: (2026)