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shure-dev / Awesome-LLM-Papers-Comprehensive-Topics

Awesome LLM Papers and repos on very comprehensive topics.
https://shorturl.at/bmuwC
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Papers which will be added in the future #2

Open shure-dev opened 7 months ago

shure-dev commented 7 months ago

This issue is for the notification of papers which will be added to this repo in the future

shure-dev commented 7 months ago

Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding

Towards Understanding Chain-of-Thought Prompting: An Empirical Study of What Matters

shure-dev commented 7 months ago

Awesome repos of LLM for agent

shure-dev commented 7 months ago

https://innermonologue.github.io/

shure-dev commented 7 months ago

https://abyssinian-molybdenum-f76.notion.site/237e9f7515d543c0922c74f4c3012a77?v=0a309e53d6454afcbe7a5a7e169be0f9

shure-dev commented 7 months ago

Text2Motion: From Natural Language Instructions to Feasible Plans https://arxiv.org/abs/2303.12153

shure-dev commented 7 months ago

GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation https://arxiv.org/abs/2401.04092

shure-dev commented 7 months ago

https://arxiv.org/abs/2212.10403

https://arxiv.org/abs/2210.06710

https://arxiv.org/abs/2212.09597

shure-dev commented 7 months ago

https://github.com/jeffhj/LM-reasoning

shure-dev commented 7 months ago

https://github.com/geekan/MetaGPT

shure-dev commented 7 months ago

Learning to Compress Prompts with Gist Tokens https://arxiv.org/abs/2304.08467

Large Language Models as Tool Makers https://arxiv.org/abs/2305.17126

shure-dev commented 7 months ago

Generative Agents: Interactive Simulacra of Human Behavior

shure-dev commented 7 months ago

https://github.com/OpenBMB/XAgent

shure-dev commented 7 months ago

Instruction-tuning Aligns LLMs to the Human Brain

LLM-BRAIn: AI-driven Fast Generation of Robot Behaviour Tree based on Large Language Model

Divergences between Language Models and Human Brains

shure-dev commented 7 months ago

LLM-Powered Hierarchical Language Agent for Real-time Human-AI Coordination

shure-dev commented 7 months ago

https://arxiv.org/abs/2308.09687

shure-dev commented 7 months ago

dspy

shure-dev commented 7 months ago

lang graph

shure-dev commented 7 months ago

Foundational must read GPT/LLM papers

shure-dev commented 7 months ago

RoCo: Dialectic Multi-Robot Collaboration with Large Language Models

shure-dev commented 7 months ago

dspy

shure-dev commented 7 months ago

RAG (retrieval augmented generation)

shure-dev commented 7 months ago

Embedchain: The Open Source RAG Framework

shure-dev commented 7 months ago

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

shure-dev commented 7 months ago

https://github.com/XiaoxinHe/Awesome-Graph-LLM

shure-dev commented 7 months ago

https://github.com/LuckyyySTA/Awesome-LLM-hallucination

shure-dev commented 7 months ago

https://github.com/polywrap/evo.ninja

shure-dev commented 7 months ago

How the segment anything model are applied and used in many cases

shure-dev commented 7 months ago

Focusing on perception

shure-dev commented 7 months ago

CogAgent: A Visual Language Model for GUI Agents

shure-dev commented 7 months ago

Self-Discover: Large Language Models Self-Compose Reasoning Structures

shure-dev commented 7 months ago

Large Language Model (LLM) as a System of Multiple Expert Agents: An Approach to solve the Abstraction and Reasoning Corpus (ARC) Challenge

shure-dev commented 7 months ago

Language Action Model

shure-dev commented 7 months ago

https://robotics-transformer2.github.io/

shure-dev commented 7 months ago

https://blog.research.google/2020/07/grounding-natural-language-instructions.html?m=1

shure-dev commented 7 months ago

https://blog.x-agent.net/blog/xagent/

shure-dev commented 7 months ago

https://yoheinakajima.com/task-driven-autonomous-agent-utilizing-gpt-4-pinecone-and-langchain-for-diverse-applications/

shure-dev commented 7 months ago

https://github.com/stars/shure-dev/lists/agent-project

shure-dev commented 7 months ago

https://www.marktechpost.com/2024/02/09/can-large-language-models-understand-context-this-ai-paper-from-apple-and-georgetown-university-introduces-a-context-understanding-benchmark-to-suit-the-evaluation-of-generative-models/

shure-dev commented 7 months ago

https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard

shure-dev commented 7 months ago

An Interactive Agent Foundation Model https://arxiv.org/abs/2402.05929

shure-dev commented 7 months ago

https://arxiv.org/abs/2304.05376

shure-dev commented 6 months ago

https://arxiv.org/pdf/2303.12712.pdf

https://arxiv.org/pdf/2303.15935.pdf

shure-dev commented 6 months ago

Predictive Minds: LLMs As Atypical Active Inference Agents

Thinking for Doing

shure-dev commented 6 months ago

InfiAgent: A Multi-Tool Agent for AI Operating Systems

shure-dev commented 6 months ago

https://github.com/GengzeZhou/NavGPT

shure-dev commented 6 months ago

https://github.com/GuanSuns/LLMs-World-Models-for-Planning

shure-dev commented 6 months ago

https://openreview.net/pdf?id=LXiG2WqKXR

shure-dev commented 6 months ago

https://dki-lab.github.io/LLM-Planner/

shure-dev commented 6 months ago

MindAgent: Emergent Gaming Interaction

shure-dev commented 6 months ago

https://arxiv.org/pdf/2305.14167.pdf