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Collections including paper arxiv:2506.02153

Toolkit - Papers

about 20 hours ago

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published 15 days ago • 245
Neural Machine Translation by Jointly Learning to Align and Translate

Paper • 1409.0473 • Published Sep 1, 2014 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 105
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 24

A Survey of Small Language Models

Paper • 2410.20011 • Published Oct 25, 2024 • 46
Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22
AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Paper • 2402.15538 • Published Feb 23, 2024 • 6
Small Language Models: Survey, Measurements, and Insights

Paper • 2409.15790 • Published Sep 24, 2024 • 2

LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries

Paper • 2508.15760 • Published Aug 21 • 46
LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?

Paper • 2508.01780 • Published Aug 3 • 20
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Paper • 2304.08244 • Published Apr 14, 2023 • 1
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22 • 158

Research Papers July 2025

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

Good research papers

Good research papers collection

The Leaderboard Illusion

Paper • 2504.20879 • Published Apr 29 • 72
SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published Apr 7 • 200
Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10 • 104
Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published 7 days ago • 184
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning

Paper • 2511.22570 • Published 11 days ago • 66
DeepSeek-OCR: Contexts Optical Compression

Paper • 2510.18234 • Published Oct 21 • 82

Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4 • 193
BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design

Paper • 2508.21184 • Published Aug 28 • 2
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30 • 277
Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

SMALL LANGUAGE MODELS SLMs

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Paper • 2502.02737 • Published Feb 4 • 249
Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

Toolkit - Papers

about 20 hours ago

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published 15 days ago • 245
Neural Machine Translation by Jointly Learning to Align and Translate

Paper • 1409.0473 • Published Sep 1, 2014 • 7
Attention Is All You Need

Paper • 1706.03762 • Published Jun 12, 2017 • 105
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Paper • 1810.04805 • Published Oct 11, 2018 • 24

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models

Paper • 2512.02556 • Published 7 days ago • 184
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning

Paper • 2511.22570 • Published 11 days ago • 66
DeepSeek-OCR: Contexts Optical Compression

Paper • 2510.18234 • Published Oct 21 • 82

A Survey of Small Language Models

Paper • 2410.20011 • Published Oct 25, 2024 • 46
Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22
AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System

Paper • 2402.15538 • Published Feb 23, 2024 • 6
Small Language Models: Survey, Measurements, and Insights

Paper • 2409.15790 • Published Sep 24, 2024 • 2

Why Language Models Hallucinate

Paper • 2509.04664 • Published Sep 4 • 193
BED-LLM: Intelligent Information Gathering with LLMs and Bayesian Experimental Design

Paper • 2508.21184 • Published Aug 28 • 2
Reflect, Retry, Reward: Self-Improving LLMs via Reinforcement Learning

Paper • 2505.24726 • Published May 30 • 277
Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries

Paper • 2508.15760 • Published Aug 21 • 46
LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?

Paper • 2508.01780 • Published Aug 3 • 20
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs

Paper • 2304.08244 • Published Apr 14, 2023 • 1
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22 • 158

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

Research Papers July 2025

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

SMALL LANGUAGE MODELS SLMs

Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

Good research papers

Good research papers collection

The Leaderboard Illusion

Paper • 2504.20879 • Published Apr 29 • 72
SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published Apr 7 • 200
Seedance 1.0: Exploring the Boundaries of Video Generation Models

Paper • 2506.09113 • Published Jun 10 • 104
Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Paper • 2502.02737 • Published Feb 4 • 249
Small Language Models are the Future of Agentic AI

Paper • 2506.02153 • Published Jun 2 • 22

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