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Collections including paper arxiv:2510.26692

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models

Paper • 2410.14059 • Published Oct 17, 2024 • 62
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7, 2025 • 46
Token-Efficient Long Video Understanding for Multimodal LLMs

Paper • 2503.04130 • Published Mar 6, 2025 • 97
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Paper • 2503.10639 • Published Mar 13, 2025 • 53

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 28
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 13
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 49
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

Frontier Research Papers

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 198
Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning

Paper • 2510.19338 • Published Oct 22, 2025 • 115
Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 67
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 100
Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 48
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 274

LLM Architectures

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138
GLM-5: from Vibe Coding to Agentic Engineering

Paper • 2602.15763 • Published Feb 17 • 222
Believe Your Model: Distribution-Guided Confidence Calibration

Paper • 2603.03872 • Published Mar 4 • 20
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

Paper • 2604.04707 • Published Apr 6 • 198

attention-and-context

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138
Muon is Scalable for LLM Training

Paper • 2502.16982 • Published Feb 24, 2025 • 17

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138

Papers that exist

Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification

Paper • 2509.15591 • Published Sep 19, 2025 • 46
A Survey on Latent Reasoning

Paper • 2507.06203 • Published Jul 8, 2025 • 95
Quantized Evolution Strategies: High-precision Fine-tuning of Quantized LLMs at Low-precision Cost

Paper • 2602.03120 • Published Feb 3 • 1
TADA! Tuning Audio Diffusion Models through Activation Steering

Paper • 2602.11910 • Published Feb 12 • 2

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138
The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms

Paper • 2511.04217 • Published Nov 6, 2025 • 17

UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models

Paper • 2410.14059 • Published Oct 17, 2024 • 62
Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching

Paper • 2503.05179 • Published Mar 7, 2025 • 46
Token-Efficient Long Video Understanding for Multimodal LLMs

Paper • 2503.04130 • Published Mar 6, 2025 • 97
GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

Paper • 2503.10639 • Published Mar 13, 2025 • 53

attention-and-context

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138
Muon is Scalable for LLM Training

Paper • 2502.16982 • Published Feb 24, 2025 • 17

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 28
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 13
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 49
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138

Frontier Research Papers

Attention Residuals

Paper • 2603.15031 • Published Mar 16 • 198
Every Attention Matters: An Efficient Hybrid Architecture for Long-Context Reasoning

Paper • 2510.19338 • Published Oct 22, 2025 • 115
Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138

Papers that exist

Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification

Paper • 2509.15591 • Published Sep 19, 2025 • 46
A Survey on Latent Reasoning

Paper • 2507.06203 • Published Jul 8, 2025 • 95
Quantized Evolution Strategies: High-precision Fine-tuning of Quantized LLMs at Low-precision Cost

Paper • 2602.03120 • Published Feb 3 • 1
TADA! Tuning Audio Diffusion Models through Activation Steering

Paper • 2602.11910 • Published Feb 12 • 2

Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space

Paper • 2512.24617 • Published Dec 31, 2025 • 67
Recursive Language Models

Paper • 2512.24601 • Published Dec 31, 2025 • 100
Nested Learning: The Illusion of Deep Learning Architectures

Paper • 2512.24695 • Published Dec 31, 2025 • 48
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published Dec 2, 2025 • 274

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138

LLM Architectures

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138
GLM-5: from Vibe Coding to Agentic Engineering

Paper • 2602.15763 • Published Feb 17 • 222
Believe Your Model: Distribution-Guided Confidence Calibration

Paper • 2603.03872 • Published Mar 4 • 20
OpenWorldLib: A Unified Codebase and Definition of Advanced World Models

Paper • 2604.04707 • Published Apr 6 • 198

Kimi Linear: An Expressive, Efficient Attention Architecture

Paper • 2510.26692 • Published Oct 30, 2025 • 138
The Strong Lottery Ticket Hypothesis for Multi-Head Attention Mechanisms

Paper • 2511.04217 • Published Nov 6, 2025 • 17

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