Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
"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
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
Reading-Comprehension-Question-Answering-Papers
Survey on Machine Reading Comprehension
awesome-list machine-comprehension machine-reading-comprehension mrc-datasets mrc-models qa-over-kg question-answering survey
150 stars
15 forks
93 projects
Last updated: 04 Jan 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
Explainable-ML-Papers
A list of research papers of explainable machine learning.
academic awesome counterfactual-explanations explainability explainable-ml explanations human-ai-interaction human-in-the-loop human-in-the-loop-machine-learning interpretability
17 stars
2 forks
59 projects
Last updated: 05 May 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