Ecosyste.ms: Awesome

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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

2,160 stars
157 forks
271 projects

Last updated: 01 Feb 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

1,994 stars
147 forks
107 projects

Last updated: 29 Oct 2024

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

1,853 stars
172 forks
424 projects

Last updated: 14 Apr 2024

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

1,705 stars
293 forks
42 projects

Last updated: 25 Jan 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

1,693 stars
125 forks
273 projects

Last updated: 04 Feb 2025

Awesome-Code-LLM

[TMLR] A curated list of language modeling researches for code and related datasets.

ai awesome datasets llm nlp papers software-engineering survey tmlr

1,607 stars
106 forks
1,814 projects

Last updated: 30 Oct 2024

Awesome-Video-Diffusion-Models

[Arxiv] A Survey on Video Diffusion Models

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

1,229 stars
61 forks
361 projects

Last updated: 15 Apr 2024

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

954 stars
35 forks
1,193 projects

Last updated: 29 Oct 2024

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

855 stars
56 forks
157 projects

Last updated: 29 Jan 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

841 stars
72 forks
122 projects

Last updated: 29 May 2024

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

811 stars
127 forks
314 projects

Last updated: 18 May 2024

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

528 stars
28 forks
268 projects

Last updated: 31 Jan 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

487 stars
93 forks
164 projects

Last updated: 18 Oct 2024

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

464 stars
12 forks
121 projects

Last updated: 14 Oct 2024

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

456 stars
45 forks
242 projects

Last updated: 21 May 2024

Awesome-GNN4TS

📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

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

444 stars
44 forks
223 projects

Last updated: 17 May 2024

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

408 stars
21 forks
177 projects

Last updated: 21 May 2024

LLM-Planning-Papers

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

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

392 stars
21 forks
38 projects

Last updated: 26 Jan 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

383 stars
35 forks
183 projects

Last updated: 15 Apr 2024

awesome-llm-survey

An Awesome Collection for LLM Survey

awesome-list large-language-models llm nlp survey

326 stars
31 forks
140 projects

Last updated: 10 Feb 2025

NL2SQL_Handbook

This is a continuously updated handbook for readers to easily track the latest NL2SQL (Text-to-SQL) techniques in the literature and provide practical guidance for researchers and practitioners. If we missed any interesting work, feel free to contact us.

ai4db awesome databa finetuning llms nl-to-code nl2sql nlp nlp-resources survey

319 stars
18 forks
78 projects

Last updated: 15 Jan 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

196 stars
12 forks
232 projects

Last updated: 23 Jan 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

192 stars
12 forks
119 projects

Last updated: 15 Apr 2024

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

153 stars
19 forks
128 projects

Last updated: 14 May 2024

awesome-vlgfm

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

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

147 stars
8 forks
109 projects

Last updated: 14 Jan 2025

awesome_LLM-harmful-fine-tuning-papers

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

alignment attack defense fine-tuning finetuning harmful llms safety survey

130 stars
3 forks
62 projects

Last updated: 05 Feb 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

111 stars
13 forks
134 projects

Last updated: 16 May 2024

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

96 stars
8 forks
91 projects

Last updated: 10 Apr 2024

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

96 stars
6 forks
190 projects

Last updated: 01 Feb 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

58 stars
6 forks
117 projects

Last updated: 12 Oct 2024

awesome-multi-objective-optimization

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

multi-objective-optimization survey

56 stars
15 forks
40 projects

Last updated: 13 Apr 2024

llm-misinformation-survey

Paper list for the survey "Combating Misinformation in the Age of LLMs: Opportunities and Challenges" and the initiative "LLMs Meet Misinformation"

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

55 stars
3 forks
108 projects

Last updated: 04 Jun 2024

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

38 stars
2 forks
74 projects

Last updated: 15 Jan 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

26 stars
6 forks
307 projects

Last updated: 20 Apr 2024

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

3 stars
0 forks
89 projects

Last updated: 22 Oct 2024

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self-supervised-learning 22 productivity 22 microsoft 22 audio 22 kotlin 22 infosec 22 best-practices 22 apple 21 awesomeness 21 data-analysis 21 self-hosted 21 object-detection 21 cryptography 21 startups 20 opendata 20 mathematics 20 visualization 20 cloud-computing 20 ui 20 segmentation 20 neural-networks 20 knowledge-graph 20 c 20 serverless 20 osint 20 azure 19 mobile 19 awsome 19 programming-language 19 sql 19 hacktoberfest-accepted 19 game-engine 19 coding 19 data-mining 19 jobs 19 engineering 19 chinese 19 website 18 python3 18 startup 18 llama 18 marketing 18 blogs 18 raspberry-pi 18 roadmap 18 interview 18 apps 18 federated-learning 18 guidelines 18 autonomous-driving 17 stable-diffusion 17 bash 17 decentralized 17 cli 17 graphql 17 front-end 17 algorithm 17 learning-resources 17 blog 17 prompt-engineering 17 multimodal 17 cheatsheet 17 time-series 17 deeplearning 17 chatbot 17 knowledge 17 bugbounty 17 containers 17 graph 17 representation-learning 16 curated 16 statistics 16 optimization 16 saas 16 bert 16 slam 16 language 16 agent 16 resource 16 microservices 16 webgl 16 image-processing 16 mlops 16 code 16 articles 16 analytics 15 foundation-models 15 3d 15 graphics 15 generative-art 15 networking 15 autonomous-vehicles 15 technology 15 machinelearning 15 transformers 15 reverse-engineering 15 vuejs 15 pentest 15 nextjs 15 software-development 15 aigc 15 cloud-native 15 big-data 15 recommender-system 14 mysql 14 data-engineering 14 dart 14 devsecops 14 prompt 14 nerf 14 ros 14 readme 14 detection 14 mac 14 telegram 14 data-structures 14 terminal 14 icons 14 selfhosted 14 remote-sensing 13 deep-reinforcement-learning 13 gis 13 webassembly 13 multimodal-deep-learning 13 laravel 13 monitoring 13 animation 13 backend 13 open-data 13 speech-recognition 13 distributed-systems 13 dotnet-core 13 performance 13 foss 13 microservice 13 cms 13 unicorns 13 generative-adversarial-network 13 swiftui 13 finance 13 seo 13 vision-and-language 12 ecommerce 12 discord 12 react-components 12 ansible 12 font 12 postgresql 12 pwa 12 android-library 12 plugins 12 search-engine 12 search 12 gaming 12 rails 12 storage 12 art 12 android-development 12 guide 12 oss 12 videos 12 node 12 command-line 12 podcast 12 gan 12 image 12 p2p 12 elasticsearch 12 svelte 12 haskell 12 objective-c 12 graphics-programming 12 wordpress 12 question-answering 12 large-language-model 11 free-software 11 hacktoberfest2020 11 beginner-friendly 11 chatgpt-api 11 malware-analysis 11 frameworks 11 js 11 automl 11 fuzzing 11 evm 11 front-end-development 11 pose-estimation 11 vscode 11 sysadmin 11 network 11 dapp 11 point-cloud 11 webpack 11 cvpr 11 static-analysis 11 transfer-learning 11 design-systems 11 ui-design 11 wasm 11 databases 11 language-model 11 movies 11 planning 11 creative-coding 11 sustainability 11 course 11 unity3d 11 golang-library 10 open-science 10 medical-imaging 10 3d-graphics 10 cv 10 docs 10 operating-system 10 cross-platform 10 edge-computing 10 programming-languages 10 interview-questions 10 ctf 10 guides 10 gpu 10 authentication 10 gpts 10 indonesia 10 climate-change 10 developer 10 hosting 10 geospatial 10 quantum-computing 10 bookmarks 10 writing 10 bot 10 multimodal-learning 10 diffusion 10 arduino 10 hacking-tools 10 vr 10 text-to-image 10 text-mining 10 rest-api 10 students 10 application 10 speech-processing 10 interpretability 10 hacktoberfest2021 10 cuda 10 model-compression 10 reading-list 10 arkit 9 unix 9 npm 9 management 9 anomaly-detection 9 augmented-reality 9 android-application 9 in-context-learning 9 email 9 microservices-architecture 9 image-generation 9 jupyter-notebook 9 quantization 9 classification 9 math 9 cicd 9 benchmark 9 explainable-ai 9 fpga 9 erlang 9 swift-library 9 machine-learning-algorithms 9 simulation 9 fairness 9 ide 9 google 9 conference 9 flask 9 bug-bounty 9 datascience 9 time-series-analysis 9 privacy-tools 9 blockchain-technology 9 sre 9 social-network 9 book 9 semantic-web 9 reddit 9 podcasts 9 malware 9 trading 9 webcomponents 9 unsupervised-learning 9 code-generation 9 applications 9 system-design 9 article 9 infrastructure-as-code 9 ux 9 flutter-apps 9 android-app 9 websites 9 generative-model 9 reference 9 sentiment-analysis 9 ionic 9 yolo 9 leetcode 9 news 9 fintech 8 cncf 8 swift-language 8 notes 8 ubuntu 8 profile 8 btc 8 healthcare 8 solana 8 lua 8 vulnerabilities 8 redux 8 webapp 8 cyber-security 8 knowledge-base 8 anime 8 earth-observation 8 adversarial-attacks 8 functional-programming 8 3d-reconstruction 8 xcode 8 data-analytics 8 drug-discovery 8 interview-preparation 8 software-architecture 8 linux-desktop 8 leadership 8 electronics 8 bsd 8 spark 8 distributed-database 8 virtual-reality 8 reasoning 8 tracking 8 rag 8 paperlist 8 dapps 8 spring-boot 8