Popular GitHub Repositories for Hallucination Survey

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

The official GitHub page for the survey paper "A Survey of Large Language Models".

A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

Diffusion model papers, survey, and taxonomy

Curated tutorials and resources for Large Language Models, Text2SQL, Text2DSL、Text2API、Text2Vis and more.

? Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.

Collection of AWESOME vision-language models for vision tasks

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

[TMLR] A curated list of language modeling researches for code (and other software engineering activities), plus related datasets.

Must-read Papers on LLM Agents.

Awesome papers about unifying LLMs and KGs

(?`?′?) A Survey on Text-to-Image Generation/Synthesis.

UpTrain is an open-source unified platform to evaluate and improve Generative AI applications. We provide grades for 20+ preconfigured checks (covering language, code, embedding use-cases), perform root cause analysis on failure cases and give insights on how to resolve them.

[CSUR] A Survey on Video Diffusion Models

A collection of 1000+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML).

[Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)

A list of awesome papers and resources of recommender system on large language model (LLM).

Text Classification Algorithms: A Survey

Awesome Reasoning LLM Tutorial/Survey/Guide