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Collections including paper arxiv:2410.05779

Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27 • 30
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 142
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 138
Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21 • 88

Fraud detection modeling using transformer

about 12 hours ago

Financial Fraud Detection: A Comparative Study of Quantum Machine Learning Models

Paper • 2308.05237 • Published Aug 9, 2023 • 1
LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 23
Realistic Synthetic Financial Transactions for Anti-Money Laundering Models

Paper • 2306.16424 • Published Jun 22, 2023
Combating Financial Crimes with Unsupervised Learning Techniques: Clustering and Dimensionality Reduction for Anti-Money Laundering

Paper • 2403.00777 • Published Feb 14, 2024

Final_Selected_Papers

LLMs + Persona-Plug = Personalized LLMs

Paper • 2409.11901 • Published Sep 18, 2024 • 35
LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 23
SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published Apr 7 • 200
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides

Paper • 2501.03936 • Published Jan 7 • 23

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 23

Peer-Reviewed Articles

about 15 hours ago

AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22 • 158
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Paper • 2403.13372 • Published Mar 20, 2024 • 173
MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers

Paper • 2508.14704 • Published Aug 20 • 43
Speed Always Wins: A Survey on Efficient Architectures for Large Language Models

Paper • 2508.09834 • Published Aug 13 • 53

GraphRAG Papers

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag

HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking

Paper • 2505.02322 • Published May 5 • 1
Affordable AI Assistants with Knowledge Graph of Thoughts

Paper • 2504.02670 • Published Apr 3 • 2
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal

Paper • 2504.02112 • Published Apr 2 • 2
Retrieval-Augmented Generation with Hierarchical Knowledge

Paper • 2503.10150 • Published Mar 13 • 2

PretrainZero: Reinforcement Active Pretraining

Paper • 2512.03442 • Published 5 days ago • 39
UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs

Paper • 2512.03383 • Published 5 days ago • 3
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published 12 days ago • 96
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

Paper • 2511.18890 • Published 14 days ago • 29

MASS: Motion-Aware Spatial-Temporal Grounding for Physics Reasoning and Comprehension in Vision-Language Models

Paper • 2511.18373 • Published 15 days ago • 5
Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO

Paper • 2511.13288 • Published 21 days ago • 17
Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens

Paper • 2511.19418 • Published 14 days ago • 26
SAM 3: Segment Anything with Concepts

Paper • 2511.16719 • Published 18 days ago • 107

light RAG(graph&embedding)

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 23

Advanced RAG Techniques

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 23
neo4j/text-to-cypher-Gemma-3-4B-Instruct-2025.04.0

Text Generation • 4B • Updated Apr 2 • 21.1k • 19
SciPhi/Triplex

Text Generation • 4B • Updated Aug 9, 2024 • 679 • 308

Towards General-Purpose Model-Free Reinforcement Learning

Paper • 2501.16142 • Published Jan 27 • 30
DAPO: An Open-Source LLM Reinforcement Learning System at Scale

Paper • 2503.14476 • Published Mar 18 • 142
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

Paper • 2504.13837 • Published Apr 18 • 138
Learning to Reason under Off-Policy Guidance

Paper • 2504.14945 • Published Apr 21 • 88

GraphRAG Papers

Research relating graphs and GenAI. For discussion, find dedicated threads on https://discord.gg/graphrag

HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking

Paper • 2505.02322 • Published May 5 • 1
Affordable AI Assistants with Knowledge Graph of Thoughts

Paper • 2504.02670 • Published Apr 3 • 2
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal

Paper • 2504.02112 • Published Apr 2 • 2
Retrieval-Augmented Generation with Hierarchical Knowledge

Paper • 2503.10150 • Published Mar 13 • 2

Fraud detection modeling using transformer

about 12 hours ago

Financial Fraud Detection: A Comparative Study of Quantum Machine Learning Models

Paper • 2308.05237 • Published Aug 9, 2023 • 1
LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 23
Realistic Synthetic Financial Transactions for Anti-Money Laundering Models

Paper • 2306.16424 • Published Jun 22, 2023
Combating Financial Crimes with Unsupervised Learning Techniques: Clustering and Dimensionality Reduction for Anti-Money Laundering

Paper • 2403.00777 • Published Feb 14, 2024

PretrainZero: Reinforcement Active Pretraining

Paper • 2512.03442 • Published 5 days ago • 39
UniQL: Unified Quantization and Low-rank Compression for Adaptive Edge LLMs

Paper • 2512.03383 • Published 5 days ago • 3
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

Paper • 2511.21689 • Published 12 days ago • 96
Nemotron-Flash: Towards Latency-Optimal Hybrid Small Language Models

Paper • 2511.18890 • Published 14 days ago • 29

Final_Selected_Papers

LLMs + Persona-Plug = Personalized LLMs

Paper • 2409.11901 • Published Sep 18, 2024 • 35
LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 23
SmolVLM: Redefining small and efficient multimodal models

Paper • 2504.05299 • Published Apr 7 • 200
PPTAgent: Generating and Evaluating Presentations Beyond Text-to-Slides

Paper • 2501.03936 • Published Jan 7 • 23

MASS: Motion-Aware Spatial-Temporal Grounding for Physics Reasoning and Comprehension in Vision-Language Models

Paper • 2511.18373 • Published 15 days ago • 5
Multi-Agent Deep Research: Training Multi-Agent Systems with M-GRPO

Paper • 2511.13288 • Published 21 days ago • 17
Chain-of-Visual-Thought: Teaching VLMs to See and Think Better with Continuous Visual Tokens

Paper • 2511.19418 • Published 14 days ago • 26
SAM 3: Segment Anything with Concepts

Paper • 2511.16719 • Published 18 days ago • 107

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 23

light RAG(graph&embedding)

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 23

Peer-Reviewed Articles

about 15 hours ago

AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs

Paper • 2508.16153 • Published Aug 22 • 158
LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Paper • 2403.13372 • Published Mar 20, 2024 • 173
MCP-Universe: Benchmarking Large Language Models with Real-World Model Context Protocol Servers

Paper • 2508.14704 • Published Aug 20 • 43
Speed Always Wins: A Survey on Efficient Architectures for Large Language Models

Paper • 2508.09834 • Published Aug 13 • 53

Advanced RAG Techniques

LightRAG: Simple and Fast Retrieval-Augmented Generation

Paper • 2410.05779 • Published Oct 8, 2024 • 23
neo4j/text-to-cypher-Gemma-3-4B-Instruct-2025.04.0

Text Generation • 4B • Updated Apr 2 • 21.1k • 19
SciPhi/Triplex

Text Generation • 4B • Updated Aug 9, 2024 • 679 • 308

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