AI Survey Papers

Large Visual Language Model(LVLM), Large Language Model(LLM), Multimodal Large Language Model(MLLM), Alignment, Agent, AI System, Survey

Multimodal && LVLM

Vision-Language Models for Vision Tasks: A Survey, 2023.04
Foundational Models Defining a New Era in Vision: A Survey and Outlook, 2023.07
Multimodal Foundation Models: From Specialists to General-Purpose Assistants, 2023.09
How to Bridge the Gap between Modalities: A Comprehensive Survey on Multi-modal Large Language Model, 2023.11
Visual Instruction Tuning towards General-Purpose Multimodal Model: A Survey, 2023.12
MM-LLMs: Recent Advances in MultiModal Large Language Models, 2024.01
A Survey on Hallucination in Large Vision-Language Models, 2024.02

A Survey of Large Language Models, 2023.11
Instruction Tuning for Large Language Models: A Survey, 2023.06
Retrieval-Augmented Generation for Large Language Models: A Survey, 2023.12
A Comprehensive Study of Knowledge Editing for Large Language Models, 2024.01
A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models, 2024.01
Understanding LLMs: A Comprehensive Overview from Training to Inference, 2024.01
Knowledge Conflicts for LLMs: A Survey, 2024.03

Alignment of Language Agents, 2021.03
From Instructions to Intrinsic Human Values —— A Survey of Alignment Goals for Big Models, 2023.08
AI Alignment: A Comprehensive Survey, 2024.02
On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models, 2024.03

LLM Powered Autonomous Agents, 2023.06
The Rise and Potential of Large Language Model Based Agents: A Survey, 2023.09
AGENT AI:SURVEYING THE HORIZONS OF MULTIMODAL INTERACTION, 2024.01
PERSONAL LLM AGENTS: INSIGHTS AND SURVEY ABOUT THE CAPABILITY, EFFICIENCY AND SECURITY, 2024.01
Understanding the planning of LLM agents: A survey, 2024.02