Revealing and Mitigating the Local Pattern Shortcuts of Mamba
Fuente:
arXiv
Saved in:
| Main Authors: | You, Wangjie, Tang, Zecheng, Li, Juntao, Yao, Lili, Zhang, Min |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Revealing and Mitigating Over-Attention in Knowledge Editing
by: Wang, Pinzheng, et al.
Published: (2025)
by: Wang, Pinzheng, et al.
Published: (2025)
LongRM: Revealing and Unlocking the Context Boundary of Reward Modeling
by: Tang, Zecheng, et al.
Published: (2025)
by: Tang, Zecheng, et al.
Published: (2025)
Benchmarking Chinese Commonsense Reasoning with a Multi-hop Reasoning Perspective
by: You, Wangjie, et al.
Published: (2025)
by: You, Wangjie, et al.
Published: (2025)
MemLong: Memory-Augmented Retrieval for Long Text Modeling
by: Liu, Weijie, et al.
Published: (2024)
by: Liu, Weijie, et al.
Published: (2024)
LOGO -- Long cOntext aliGnment via efficient preference Optimization
by: Tang, Zecheng, et al.
Published: (2024)
by: Tang, Zecheng, et al.
Published: (2024)
Revisiting Long-context Modeling from Context Denoising Perspective
by: Tang, Zecheng, et al.
Published: (2025)
by: Tang, Zecheng, et al.
Published: (2025)
MemReread: Enhancing Agentic Long-Context Reasoning via Memory-Guided Rereading
by: Ji, Baibei, et al.
Published: (2026)
by: Ji, Baibei, et al.
Published: (2026)
MemoryRewardBench: Benchmarking Reward Models for Long-Term Memory Management in Large Language Models
by: Tang, Zecheng, et al.
Published: (2026)
by: Tang, Zecheng, et al.
Published: (2026)
Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers
by: Tang, Zecheng, et al.
Published: (2026)
by: Tang, Zecheng, et al.
Published: (2026)
Mitigating Shortcut Reasoning in Language Models: A Gradient-Aware Training Approach
by: Cao, Hongyu, et al.
Published: (2026)
by: Cao, Hongyu, et al.
Published: (2026)
Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models
by: Sakib, Fardin Ahsan, et al.
Published: (2025)
by: Sakib, Fardin Ahsan, et al.
Published: (2025)
Shortcut Learning in In-Context Learning: A Survey
by: Song, Rui, et al.
Published: (2024)
by: Song, Rui, et al.
Published: (2024)
Unlocking Recursive Thinking of LLMs: Alignment via Refinement
by: Zhang, Haoke, et al.
Published: (2025)
by: Zhang, Haoke, et al.
Published: (2025)
Rectifying Demonstration Shortcut in In-Context Learning
by: Jang, Joonwon, et al.
Published: (2024)
by: Jang, Joonwon, et al.
Published: (2024)
RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns
by: Chen, Xin, et al.
Published: (2025)
by: Chen, Xin, et al.
Published: (2025)
Break the Chain: Large Language Models Can be Shortcut Reasoners
by: Ding, Mengru, et al.
Published: (2024)
by: Ding, Mengru, et al.
Published: (2024)
CURE: Controlled Unlearning for Robust Embeddings -- Mitigating Conceptual Shortcuts in Pre-Trained Language Models
by: Kocak, Aysenur, et al.
Published: (2025)
by: Kocak, Aysenur, et al.
Published: (2025)
On the Shortcut Learning in Multilingual Neural Machine Translation
by: Wang, Wenxuan, et al.
Published: (2024)
by: Wang, Wenxuan, et al.
Published: (2024)
Fennec: Fine-grained Language Model Evaluation and Correction Extended through Branching and Bridging
by: Liang, Xiaobo, et al.
Published: (2024)
by: Liang, Xiaobo, et al.
Published: (2024)
Multi-Persona Thinking for Bias Mitigation in Large Language Models
by: Chen, Yuxing, et al.
Published: (2026)
by: Chen, Yuxing, et al.
Published: (2026)
Navigation with VLM framework: Towards Going to Any Language
by: Yin, Zecheng, et al.
Published: (2024)
by: Yin, Zecheng, et al.
Published: (2024)
Chimera: Diagnosing Shortcut Learning in Visual-Language Understanding
by: Chi, Ziheng, et al.
Published: (2025)
by: Chi, Ziheng, et al.
Published: (2025)
Investigating Thinking Behaviours of Reasoning-Based Language Models for Social Bias Mitigation
by: Luo, Guoqing, et al.
Published: (2025)
by: Luo, Guoqing, et al.
Published: (2025)
Bi-Mamba: Towards Accurate 1-Bit State Space Models
by: Tang, Shengkun, et al.
Published: (2024)
by: Tang, Shengkun, et al.
Published: (2024)
Timo: Towards Better Temporal Reasoning for Language Models
by: Su, Zhaochen, et al.
Published: (2024)
by: Su, Zhaochen, et al.
Published: (2024)
MemMamba: Rethinking Memory Patterns in State Space Model
by: Wang, Youjin, et al.
Published: (2025)
by: Wang, Youjin, et al.
Published: (2025)
Revealing the Role of Audio Channels in ASR Performance Degradation
by: Huang, Kuan-Tang, et al.
Published: (2025)
by: Huang, Kuan-Tang, et al.
Published: (2025)
The Confidence Shortcut: A Reasoning Failure Mode of Masked Diffusion Models
by: Kim, Dueun, et al.
Published: (2026)
by: Kim, Dueun, et al.
Published: (2026)
Mitigating the Negative Impact of Over-association for Conversational Query Production
by: Wang, Ante, et al.
Published: (2024)
by: Wang, Ante, et al.
Published: (2024)
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?
by: Li, Bangzheng, et al.
Published: (2023)
by: Li, Bangzheng, et al.
Published: (2023)
Unleashing LLM Reasoning Capability via Scalable Question Synthesis from Scratch
by: Ding, Yuyang, et al.
Published: (2024)
by: Ding, Yuyang, et al.
Published: (2024)
Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering Models
by: Mikula, Lukáš, et al.
Published: (2023)
by: Mikula, Lukáš, et al.
Published: (2023)
ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM
by: Su, Zhaochen, et al.
Published: (2024)
by: Su, Zhaochen, et al.
Published: (2024)
Knowing the Facts but Choosing the Shortcut: Understanding How Large Language Models Compare Entities
by: Lehmann, Hans Hergen, et al.
Published: (2025)
by: Lehmann, Hans Hergen, et al.
Published: (2025)
Shattering the Shortcut: A Topology-Regularized Benchmark for Multi-hop Medical Reasoning in LLMs
by: Zi, Xing, et al.
Published: (2026)
by: Zi, Xing, et al.
Published: (2026)
Mitigating Gender Bias in Code Large Language Models via Model Editing
by: Qin, Zhanyue, et al.
Published: (2024)
by: Qin, Zhanyue, et al.
Published: (2024)
Paying More Attention to Source Context: Mitigating Unfaithful Translations from Large Language Model
by: Zhang, Hongbin, et al.
Published: (2024)
by: Zhang, Hongbin, et al.
Published: (2024)
Mitigating Context-Memory Conflicts in LLMs through Dynamic Cognitive Reconciliation Decoding
by: Zhou, Yigeng, et al.
Published: (2026)
by: Zhou, Yigeng, et al.
Published: (2026)
The Dog the Cat Chased Stumped the Model: Measuring When Language Models Abandon Structure for Shortcuts
by: Madhusudan, Sangmitra, et al.
Published: (2025)
by: Madhusudan, Sangmitra, et al.
Published: (2025)
ChatPattern: Layout Pattern Customization via Natural Language
by: Wang, Zixiao, et al.
Published: (2024)
by: Wang, Zixiao, et al.
Published: (2024)
Similar Items
-
Revealing and Mitigating Over-Attention in Knowledge Editing
by: Wang, Pinzheng, et al.
Published: (2025) -
LongRM: Revealing and Unlocking the Context Boundary of Reward Modeling
by: Tang, Zecheng, et al.
Published: (2025) -
Benchmarking Chinese Commonsense Reasoning with a Multi-hop Reasoning Perspective
by: You, Wangjie, et al.
Published: (2025) -
MemLong: Memory-Augmented Retrieval for Long Text Modeling
by: Liu, Weijie, et al.
Published: (2024) -
LOGO -- Long cOntext aliGnment via efficient preference Optimization
by: Tang, Zecheng, et al.
Published: (2024)