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HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking
Paper • 2505.02322 • Published • 1 -
Affordable AI Assistants with Knowledge Graph of Thoughts
Paper • 2504.02670 • Published • 2 -
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal
Paper • 2504.02112 • Published • 1 -
Retrieval-Augmented Generation with Hierarchical Knowledge
Paper • 2503.10150 • Published • 2
Collections
Discover the best community collections!
Collections including paper arxiv:2410.08815
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WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Paper • 2411.02337 • Published • 36 -
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Paper • 2411.04996 • Published • 51 -
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
Paper • 2411.03562 • Published • 68 -
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 47
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SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning
Paper • 2409.05556 • Published • 2 -
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 48 -
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?
Paper • 2409.15277 • Published • 38 -
Learning Task Decomposition to Assist Humans in Competitive Programming
Paper • 2406.04604 • Published • 4
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StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 47 -
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
Paper • 2409.13731 • Published • 1 -
MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge Discovery
Paper • 2409.05591 • Published • 31
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StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 47 -
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
Paper • 2412.15443 • Published • 10 -
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
Paper • 2412.12881 • Published • 2 -
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation
Paper • 2506.06962 • Published • 28
-
HyperTree Planning: Enhancing LLM Reasoning via Hierarchical Thinking
Paper • 2505.02322 • Published • 1 -
Affordable AI Assistants with Knowledge Graph of Thoughts
Paper • 2504.02670 • Published • 2 -
PolyG: Effective and Efficient GraphRAG with Adaptive Graph Traversal
Paper • 2504.02112 • Published • 1 -
Retrieval-Augmented Generation with Hierarchical Knowledge
Paper • 2503.10150 • Published • 2
-
WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
Paper • 2411.02337 • Published • 36 -
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Paper • 2411.04996 • Published • 51 -
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level
Paper • 2411.03562 • Published • 68 -
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 47
-
SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning
Paper • 2409.05556 • Published • 2 -
Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers
Paper • 2409.04109 • Published • 48 -
A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?
Paper • 2409.15277 • Published • 38 -
Learning Task Decomposition to Assist Humans in Competitive Programming
Paper • 2406.04604 • Published • 4
-
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 47 -
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation
Paper • 2409.13731 • Published • 1 -
MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge Discovery
Paper • 2409.05591 • Published • 31
-
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 47 -
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
Paper • 2412.15443 • Published • 10 -
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
Paper • 2412.12881 • Published • 2 -
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation
Paper • 2506.06962 • Published • 28