An open API service indexing awesome lists of open source software.

0 "survey" Awesome Lists

Awesome-Text2SQL

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

ai awesome datset deep-learning finetuning hacktoberfest hacktoberfest2024 llm nl-to-sql nl2sql

3,201 stars
224 forks
279 projects

Last updated: 20 Oct 2025

Awesome-Code-LLM

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

ai awesome datasets llm nlp papers software-engineering survey tmlr

3,090 stars
207 forks
2,509 projects

Last updated: 27 Nov 2025

awesome-llm-kg

Awesome papers about unifying LLMs and KGs

awsome chatgpt gpt-4 kg knowledge-graph language-model large-language-model llm survey

2,497 stars
172 forks
107 projects

Last updated: 01 Nov 2025

Awesome-Text-to-Image

(ෆ`꒳´ෆ) A Survey on Text-to-Image Generation/Synthesis.

awseome-list generative-adversarial-network image-generation image-manipulation image-synthesis multimodal multimodal-deep-learning survey text-to-face text-to-image

2,407 stars
205 forks
433 projects

Last updated: 27 Nov 2025

Awesome-Video-Diffusion-Models

[CSUR] A Survey on Video Diffusion Models

awesome awesome-list diffusion diffusion-models survey text-to-video video video-diffusion video-diffusion-model video-editing

2,227 stars
110 forks
367 projects

Last updated: 18 Nov 2025

LLM4Rec-Awesome-Papers

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

awesome datasets large-language-models llm4rec recommender-system survey

2,141 stars
155 forks
124 projects

Last updated: 27 Nov 2025

KG-LLM-Papers

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

awesome awesome-kg awesome-llm awsome-list commonsense gpt knowledge knowledge-graph language-models large-language-models

2,106 stars
150 forks
279 projects

Last updated: 30 Nov 2025

Awesome-LLM-Long-Context-Modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

agent awsome-list benchmark blogs compress evaluation large-language-models length-extrapolation llm long-context-modeling

1,824 stars
78 forks
1,447 projects

Last updated: 17 Nov 2025

knowledge-graphs

A collection of research on knowledge graphs

commonsense cross-modal dialogue-systems information-retrieval knowledge-graph knowledge-graph-completion meta-relational-learning natural-language-processing ner paper

1,770 stars
298 forks
42 projects

Last updated: 04 Dec 2025

Awesome-Knowledge-Distillation-of-LLMs

This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.

alignment compression data-augmentation data-synthesis feedback instruction-following kd knowledge-distillation large-language-model llm

1,213 stars
70 forks
347 projects

Last updated: 26 Nov 2025

NL2SQL_Handbook

This is a continuously updated handbook for readers to easily track the latest Text-to-SQL techniques in the literature and provide practical guidance for researchers and practitioners.

ai ai4db awesome awesome-agents awesome-nl2sql awesome-text-to-sql awesome-text2sql dataset db llms

1,133 stars
70 forks
134 projects

Last updated: 12 Nov 2025

Awesome-Language-Model-on-Graphs

A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)

awesome-resources generative-ai graphs large-language-models survey

968 stars
66 forks
159 projects

Last updated: 11 Nov 2025

awesome-llm-role-playing-with-persona

Awesome-llm-role-playing-with-persona: a curated list of resources for large language models for role-playing with assigned personas

agent ai aigc awesome awesome-list character chatgpt conversational-ai deep-learning large-language-models

933 stars
47 forks
175 projects

Last updated: 13 Nov 2025

Awesome-MCoT

Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey

chain-of-thought cot deepseek-r1 instruction-tuning large-vision-language-model mcts mllm-reasoning multimodal multimodal-chain-of-thought multimodal-large-language-models

889 stars
26 forks
70 projects

Last updated: 19 Nov 2025

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

adversarial-attacks adversarial-machine-learning awesome-list data-mining deep-learning graph-algorithms graph-attack graph-data literature-review machine-learning

860 stars
131 forks
314 projects

Last updated: 30 Sep 2025

Awesome-GNN4TS

[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

awesome dynamic-graphs graph-neural-networks graph-structure-learning spatial-temporal-data spatial-temporal-forecasting survey temporal-data temporal-graphs time-series

827 stars
73 forks
223 projects

Last updated: 02 Dec 2025

Awesome-LLM4RS-Papers

Large Language Model-enhanced Recommender System Papers

awesome-list gpt large-language-models llm papers pre-training prompt-tuning recommender-system survey

726 stars
58 forks
182 projects

Last updated: 14 Nov 2025

Awesome-LLM-based-Text2SQL

[TKDE2025] Next-Generation Database Interfaces: A Survey of LLM-based Text-to-SQL | A curated list of resources (surveys, papers, benchmarks, and opensource projects) on large language model-based text-to-SQL.

awesome awesome-text-to-sql awesome-text2sql database large-language-models llms natual-language-processing natural-language-understanding nl2sql survey

633 stars
59 forks
117 projects

Last updated: 12 Nov 2025

Awesome-Scientific-Language-Models

A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)

ai4science awesome-resources large-language-models scientific-text-mining survey

628 stars
36 forks
297 projects

Last updated: 08 Dec 2025

Awesome-Parameter-Efficient-Transfer-Learning

Collection of awesome parameter-efficient fine-tuning resources.

awesome-list computer-vision deep-learning parameter-efficient-fine-tuning pre-trained-models survey transfer-learning transformer

579 stars
17 forks
123 projects

Last updated: 03 Nov 2025

awesome-controllable-video-generation

[ArXiv 2025] A survey about controllable video generation: This repo is the official awesome of "Controllable video generation: A survey"

controllable-generation survey video video-processing

577 stars
36 forks
833 projects

Last updated: 03 Dec 2025

Awesome-Deep-Community-Detection

Deep and conventional community detection related papers, implementations, datasets, and tools.

awesome community-detection data-mining deep-learning deep-neural-network graph-clustering graph-embedding graph-neural-network graph-neural-networks network-embedding

542 stars
94 forks
164 projects

Last updated: 08 Nov 2025

awesome-pretrain-on-molecules

[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models

awesome chemical-language-models computational-chemistry drug-discovery drug-discovery-and-development finetuning gnns graph-representation-learning molecular-representation-learning molecule

534 stars
60 forks
242 projects

Last updated: 21 Nov 2025

awesome-instruction-learning

Papers and Datasets on Instruction Tuning and Following. ✨✨✨

awesome-list datasets in-context-learning instruction instruction-learning instruction-tuning large-language-models paper-list pretrained-language-model prompt

503 stars
23 forks
177 projects

Last updated: 18 Oct 2025

LLM-Planning-Papers

Must-read Papers on Large Language Model (LLM) Planning.

awesome-list large-language-models llm paper-list papers planning review survey

433 stars
21 forks
38 projects

Last updated: 11 Nov 2025

awesome-llm-survey

An Awesome Collection for LLM Survey

awesome-list large-language-models llm nlp survey

378 stars
35 forks
143 projects

Last updated: 21 Oct 2025

World-Simulator

Simulating the Real World: Survey & Resources, which contains our survey "Simulating the Real World: A Unified Survey of Multimodal Generative Models" and Awesome-Text2X-Resources. Watch this repository for the latest updates! 🔥

3d-generation 4d-generation aigc awesome-list generative-models image-generation multimodal survey text2x video-generation

312 stars
14 forks
353 projects

Last updated: 21 Nov 2025

awesome-rgbd-datasets

This repository contains information for the paper "A Survey on RGB-D Datasets" and is a collaborative initiative to update the datasets list faster.

awesome awesome-list datasets depth depth-estimation lidar rgb-d survey

269 stars
16 forks
232 projects

Last updated: 15 Oct 2025

Awesome-Visual-Grounding

[TPAMI 2025] Towards Visual Grounding: A Survey

awesome grounding survey visual-grounding

259 stars
23 forks
362 projects

Last updated: 15 Nov 2025

Awesome-LLM-Healthcare

The paper list of the review on LLMs in medicine - "Large Language Models Illuminate a Progressive Pathway to Artificial Healthcare Assistant: A Review".

agent awesome awesome-list healthcare large-language-models llm medical medicine review survey

256 stars
26 forks
128 projects

Last updated: 16 Nov 2025

awesome-Visual-Place-Recognition

A curated list of awesome Visual Place Recognition papers

geolocalization image-retrieval localization localization- place-recognition survey visual-geolocalization visual-place-recognition

255 stars
21 forks
111 projects

Last updated: 18 Nov 2025

awesome_LLM-harmful-fine-tuning-papers

A survey on harmful fine-tuning attack for large language model

alignment attack defense emergent fine-tuning finetuning harmful llms malicious misalignment

215 stars
6 forks
152 projects

Last updated: 28 Oct 2025

awesome-VLLMs

This repository collects papers on VLLM applications. We will update new papers irregularly.

application embodied llm mllm reasoning-agent survey vllm vlm vqa

177 stars
14 forks
460 projects

Last updated: 16 Nov 2025

Awesome-Physics-Cognition-based-Video-Generation

A comprehensive list of papers investigating physical cognition in video generation, including papers, codes, and related websites.

3d 4d embodied-ai physics survey t2v v2v video-generation world-models world-simulator

177 stars
3 forks
223 projects

Last updated: 25 Sep 2025

awesome-vlgfm

A Survey on Vision-Language Geo-Foundation Models (VLGFMs)

foundation-models remote-sensing survey vision-language-model

175 stars
7 forks
113 projects

Last updated: 04 Nov 2025

awesome-AI-tutorials-surveys

A professional list of Tutorials and Surveys on DL, ML, DM, CV, NLP, Speech in top AI conferences and journals.

ai artificial-intelligence awesome computer-vision data-mining data-science deep-learning machine-learning natural-language-processing review

158 stars
18 forks
134 projects

Last updated: 06 Oct 2025

Awesome-Resource-Efficient-LLM-Papers

a curated list of high-quality papers on resource-efficient LLMs 🌱

efficient-deep-learning generative-ai large-language-models machine-learning machine-learning-systems resource-efficient survey

148 stars
10 forks
206 projects

Last updated: 08 Nov 2025

awesome-refreshing-llms

EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.

awesome-list continual-learning knowledge-editing large-language-models llm llms natural-language-processing nlp paper pretrained-language-model

136 stars
11 forks
118 projects

Last updated: 17 Oct 2025

Awesome-Large-Search-Models

Awesome-Large-Search-Models is a collection of papers and resources (Methods, Datasets and other resources) about awesome agentic search (Large search models).

agentic-ai awesome deep-learning large-language-models large-reasoning-models reinforcement-learning reinforcement-learning-algorithms search search-engine survey

119 stars
4 forks
33 projects

Last updated: 15 Sep 2025

Generative_KG_Construction_Papers

[EMNLP 2022] Generative Knowledge Graph Construction: A Review

awesome-list chatgpt event-extraction generation generative genkgc information-extraction information-extration knowledge-graph named-entity-recognition

112 stars
7 forks
91 projects

Last updated: 14 Apr 2025

awesome-vision-to-music-generation

[ISMIR 2025] A curated list of vision-to-music generation: methods, datasets, evaluation and challenges.

image-to-music multimodal-generation music-generation survey video-to-music vision-to-music

102 stars
3 forks
124 projects

Last updated: 27 Oct 2025

llm-misinformation-survey

Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misinformation", accepted by AI Magazine 2024

awesome-list awesome-paper-collection llm misinformation paperlist survey

102 stars
9 forks
108 projects

Last updated: 06 May 2025

Video-Anomaly-Detection

Awesome Video Anomaly Detection

anomaly anomaly-detection awesome surveillance survey videoanomalydetection

83 stars
5 forks
151 projects

Last updated: 20 Nov 2025

awesome-multi-objective-optimization

A curated list of awesome multi-objective optimization research resources.

multi-objective-optimization survey

64 stars
17 forks
40 projects

Last updated: 01 Nov 2025

Visual-Transformer-Paper-Summary

Summary of Transformer applications for computer vision tasks.

attention attention-visualization awesome computer-vision detr papers segmentation survey transformer transformer-networks

60 stars
6 forks
117 projects

Last updated: 10 Mar 2025

early-exit-papers

A curated list of early exiting (LLM, CV, NLP, etc)

awesome-list cnn computer-vision early-exit early-exiting gpt llm nlp paper-list survey

58 stars
4 forks
74 projects

Last updated: 04 Aug 2025

awesome-parametric-knowledge-in-llms

Must-read papers and blogs about parametric knowledge mechanism in LLMs.

awesome knowledge large-language-models llms papers parametric-analysis prompt prompt-engineering survey

31 stars
0 forks
103 projects

Last updated: 12 Nov 2025

DeepLearning

A collection of research papers, datasets and software on Deep Learning

awesome-list best-practices computer-vision deep-learning machine-learning neural-network neural-networks papers research supervised-learning

30 stars
7 forks
307 projects

Last updated: 27 Mar 2025

awesome-object-tracking

Survey: A collection of AWESOME papers and resources on the latest research in Object Tracking.

awesome foundation-models multi-object-tracking object-tracking object-tracking-survey survey vision-language-models

20 stars
2 forks
99 projects

Last updated: 17 Nov 2025

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books 44 deep-neural-networks 44 developer-tools 43 data 43 github 42 gpt 42 exercises 41 cryptocurrency 41 security-tools 41 typescript 40 data-visualization 40 vue 39 opensource 39 gamedev 38 automation 37 web-development 37 software 37 documentation 37 docker 36 generative-ai 36 ml 36 collections 36 database 36 research 35 algorithms 34 paper-list 33 iot 33 neural-network 33 reactjs 33 aws 32 courses 32 diffusion-models 32 framework 32 testing 32 game 31 graph-neural-networks 30 projects 30 productivity 29 community 29 solidity 29 cpp 29 ruby 29 hardware 29 smart-contracts 28 dotnet 28 multimodal 28 architecture 28 flutter 28 libraries 28 agent 28 bioinformatics 28 games 28 video 28 transformer 28 csharp 27 tensorflow 27 software-engineering 27 api 27 links 27 mcp 27 crypto 26 windows 26 react-native 26 angular 25 defi 25 slam 24 computer-graphics 24 prompt-engineering 24 music 24 cryptography 24 git 24 object-detection 24 osint 24 penetration-testing 24 microsoft 24 django 24 science 24 self-supervised-learning 24 pytorch 24 pentesting 24 library 23 ui 23 embedded 23 sql 23 infosec 23 coding 23 serverless 23 unity 23 engineering 23 markdown 23 r 23 visualization 22 awsome-list 22 3d 22 data-analysis 22 ai-agents 22 cli 22 gpt-4 22 mathematics 22 python3 22 knowledge-graph 22 game-engine 22 mobile 22 neural-networks 22 agents 22 self-hosted 22 best-practices 22 deeplearning 22 blog 21 segmentation 21 interview 21 programming-language 21 kotlin 21 opendata 21 roadmap 21 gpt-3 21 apple 21 audio 21 statistics 21 hacktoberfest-accepted 21 jobs 21 awesomeness 21 data-mining 21 c 21 startups 21 mlops 21 free-tutorials 21 website 20 apps 20 learning-resources 20 chinese 20 autonomous-driving 20 cloud-computing 20 azure 20 federated-learning 20 software-development 20 guidelines 20 blogs 20 machinelearning 20 ai-tools 20 nextjs 19 llama 19 data-structures 19 youtube 19 chatbot 19 foundation-models 19 awsome 19 time-series 19 raspberry-pi 19 reasoning 19 saas 19 js 19 front-end 19 graph 19 marketing 19 curated 18 bash 18 aigc 18 representation-learning 18 backend 18 stable-diffusion 18 bugbounty 18 reverse-engineering 18 startup 18 graphql 18 algorithm 17 code 17 cheatsheet 17 decentralized 17 monitoring 17 generative-art 17 transformers 17 containers 17 cloud-native 17 optimization 17 language 17 knowledge 17 analytics 17 articles 16 microservices 16 networking 16 nerf 16 beginner-friendly 16 big-data 16 image-processing 16 seo 16 webgl 16 bert 16 detection 15 open-data 15 android-development 15 autonomous-vehicles 15 ros 15 pentest 15 readme 15 agentic-ai 15 technology 15 animation 15 mysql 15 data-engineering 15 graphics 15 command-line 15 dart 15 prompt 15 resource 15 cms 15 oss 14 videos 14 p2p 14 selfhosted 14 recommender-system 14 code-generation 14 diffusion 14 claude 14 laravel 14 foss 14 mac 14 language-model 14 performance 14 multimodal-deep-learning 14 vuejs 14 devsecops 14 art 14 webassembly 14 finance 14 node 14 react-components 14 icons 14 terminal 14 awesome-ai 14 text-to-image 14 deepseek 14 distributed-systems 14 android-library 14 telegram 14 swiftui 13 search 13 quantum-computing 13 podcast 13 wasm 13 dotnet-core 13 postgresql 13 remote-sensing 13 evm 13 pose-estimation 13 vlm 13 cross-platform 13 multimodal-large-language-models 13 frameworks 13 microservice 13 leetcode 13 mcp-server 13 deep-reinforcement-learning 13 large-language-model 13 embodied-ai 13 webdevelopment 13 malware-analysis 13 image-generation 13 wordpress 13 developer 13 unicorns 13 gis 13 generative-adversarial-network 13 transfer-learning 13 vscode 13 speech-recognition 13 application 13 fuzzing 13 multimodal-learning 12 rag 12 webapp 12 sustainability 12 mllm 12 pwa 12 discord 12 elasticsearch 12 es6 12 interview-questions 12 infrastructure-as-code 12 rails 12 static-analysis 12 ui-design 12 anomaly-detection 12 storage 12 gaming 12 search-engine 12 svelte 12 chain-of-thought 12 image 12 dapp 12 datascience 12 generative-model 12 graphics-programming 12 npm 12 gan 12 vision-and-language 12 plugins 12 static-site-generator 12 vibe-coding 12 guide 12 video-generation 12 rest-api 11 threat-intelligence 11 utilities 11 google 11 workflow 11 benchmark 11 planning 11 hacktoberfest2020 11 automl 11 writing 11 sysadmin 11 few-shot-learning 11 front-end-development 11 vision-language-model 11 cvpr 11 hosting 11 book 11 unity3d 11 cuda 11 webpack 11 free-software 11 point-cloud 11 authentication 11 claude-code 11 ctf 11 open-science 11 design-systems 11 anthropic 11 3d-graphics 11 ux 11 creative-coding 11 course 11 prompts 11 yolo 11 rl 11 article 11 climate-change 11 haskell 11 font 11 programming-languages 11 objective-c 11 question-answering 11 ecommerce 11 databases 11 knowledge-base 10 model-compression 10 langchain 10 unsupervised-learning 10 gpts 10 in-context-learning 10 arduino 10 network 10 machine-learning-algorithms 10 solana 10 hacktoberfest2021 10 interview-preparation 10 cyber-security 10 functional-programming 10 interpretability 10 bookmarks 10 reading-list 10 deepseek-r1 10 edge-computing 10 system-design 10 augmented-reality 10 bot 10 malware 10 semantic-segmentation 10 ansible 10 neuroscience 10 operating-system 10 semantic-web 10 text-mining 10 speech-processing 10 explainable-ai 10 social-network 10 docs 10 fpga 10 web-design 10 time-series-analysis 10 bug-bounty 10 flutter-apps 10 xai 10 webdesign 10 golang-library 10 movies 10 geospatial 10 android-application 10 management 10 chatgpt-api 10 students 10 android-app 10 vr 10 anime 10 applications 10 hacking-tools 10 ide 10 email 10 ai-agent 10 3d-reconstruction 10 jupyter-notebook 10 podcasts 10 cv 10 medical-imaging 10 arkit 9 compiler 9 reddit 9 simulation 9 ai-art 9 alternatives 9 websites 9 webcomponents 9 politics 9 indonesia 9 privacy-tools 9 embedded-systems 9 gpu 9 blockchain-technology 9 flask 9 sre 9 python-library 9 llmops 9