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Collections including paper arxiv:2310.08560

GraphRAG Papers

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

PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths

Paper • 2502.14902 • Published 24 days ago • 1
Agentic Deep Graph Reasoning Yields Self-Organizing Knowledge Networks

Paper • 2502.13025 • Published 24 days ago • 1
A-MEM: Agentic Memory for LLM Agents

Paper • 2502.12110 • Published 25 days ago • 2
KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment

Paper • 2502.06472 • Published Feb 10 • 2

生成式AI導論 2024

https://www.youtube.com/@HungyiLeeNTU

Re3: Generating Longer Stories With Recursive Reprompting and Revision

Paper • 2210.06774 • Published Oct 13, 2022 • 2
Constitutional AI: Harmlessness from AI Feedback

Paper • 2212.08073 • Published Dec 15, 2022 • 2
AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Paper • 2402.04253 • Published Feb 6, 2024
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate

Paper • 2305.19118 • Published May 30, 2023

Foundation Models and Tools

FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models

Paper • 2402.10986 • Published Feb 16, 2024 • 78
bigcode/starcoder2-15b

Text Generation • Updated Jun 5, 2024 • 17.3k • • 592
Zephyr: Direct Distillation of LM Alignment

Paper • 2310.16944 • Published Oct 25, 2023 • 123
mixedbread-ai/mxbai-rerank-large-v1

Text Classification • Updated 1 day ago • 38.8k • • 124

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 147
BitNet: Scaling 1-bit Transformers for Large Language Models

Paper • 2310.11453 • Published Oct 17, 2023 • 97
ReFT: Representation Finetuning for Language Models

Paper • 2404.03592 • Published Apr 4, 2024 • 94
LLM in a flash: Efficient Large Language Model Inference with Limited Memory

Paper • 2312.11514 • Published Dec 12, 2023 • 259

RA-DIT: Retrieval-Augmented Dual Instruction Tuning

Paper • 2310.01352 • Published Oct 2, 2023 • 7
Self-Consistency Improves Chain of Thought Reasoning in Language Models

Paper • 2203.11171 • Published Mar 21, 2022 • 4
MemGPT: Towards LLMs as Operating Systems

Paper • 2310.08560 • Published Oct 12, 2023 • 7
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models

Paper • 2310.06117 • Published Oct 9, 2023 • 2

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