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Awesome mechanisms β curated papers, datasets & benchmarks Β· Awesome Large Language Models
β all topics
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16 papers tagged mechanisms β re-sort below
Papers
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16 papers Β· trending (default)
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Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners
(2026)
Yihong Liu et al.
1.94
Efficient Text-Guided Convolutional Adapter for the Diffusion Model
(2026)
Aryan Das et al.
1.94
OCR-Agent: Agentic OCR with Capability and Memory Reflection
(2026)
Shimin Wen et al.
1.94
Echo-Memory: A Controlled Study of Memory in Action World Models
(2026)
Wayne King et al.
1.94
FreeStyle: Free Control of Style-Content Dual-Reference Generation from Community LoRA Mining
(2026)
Jinghong Lan et al.
1.94
ClawGym: A Scalable Framework for Building Effective Claw Agents
(2026)
Fei Bai et al.
1.83
FullDiT: Multi-Task Video Generative Foundation Model with Full Attention
(2025)
Xuan Ju et al.
1.28
QwenLong-CPRS: Towards infty-LLMs with Dynamic Context Optimization
(2025)
Weizhou Shen et al.
1.28
TRiSM for Agentic AI: A Review of Trust, Risk, and Security Management in LLM-based Agentic Multi-Agent Systems
(2025)
Shaina Raza et al.
1.28
The Invisible Leash: Why RLVR May Not Escape Its Origin
(2025)
Fang Wu et al.
1.28
Less Is More: Training-Free Sparse Attention with Global Locality for Efficient Reasoning
(2025)
Lijie Yang et al.
1.28
AWorld: Dynamic Multi-Agent System with Stable Maneuvering for Robust GAIA Problem Solving
(2025)
Zhitian Xie et al.
1.28
Hybrid Architectures for Language Models: Systematic Analysis and Design Insights
(2025)
Sangmin Bae et al.
1.28
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
(2024)
Weize Chen et al.
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Cottention: Linear Transformers With Cosine Attention
(2024)
Gabriel Mongaras et al.
β
L-CiteEval: Do Long-Context Models Truly Leverage Context for Responding?
(2024)
Zecheng Tang et al.
β