"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
2,612 stars
179 forks
278 projects
Last updated: 18 Apr 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
2,472 stars
158 forks
2,197 projects
Last updated: 11 May 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
2,360 stars
164 forks
107 projects
Last updated: 21 May 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
2,325 stars
200 forks
429 projects
Last updated: 23 Apr 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
2,083 stars
108 forks
366 projects
Last updated: 06 May 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
1,868 stars
138 forks
279 projects
Last updated: 11 May 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
1,787 stars
139 forks
124 projects
Last updated: 19 Apr 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
1,737 stars
295 forks
42 projects
Last updated: 24 Apr 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
1,438 stars
47 forks
1,311 projects
Last updated: 21 Apr 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
1,015 stars
60 forks
347 projects
Last updated: 07 May 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
910 stars
62 forks
159 projects
Last updated: 22 Apr 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
849 stars
132 forks
314 projects
Last updated: 16 Apr 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
817 stars
39 forks
152 projects
Last updated: 12 Jun 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
764 stars
66 forks
223 projects
Last updated: 12 Jun 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
664 stars
54 forks
178 projects
Last updated: 22 Apr 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.
ai ai4db awesome awesome-agents awesome-nl2sql awesome-text-to-sql awesome-text2sql dataset db llms
595 stars
40 forks
115 projects
Last updated: 08 May 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
568 stars
32 forks
297 projects
Last updated: 06 May 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
559 stars
13 forks
121 projects
Last updated: 10 Jun 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
527 stars
95 forks
164 projects
Last updated: 27 Apr 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
525 stars
56 forks
242 projects
Last updated: 08 Jun 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
493 stars
24 forks
177 projects
Last updated: 07 May 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
413 stars
20 forks
38 projects
Last updated: 27 Apr 2025
awesome-llm-survey
An Awesome Collection for LLM Survey
awesome-list large-language-models llm nlp survey
340 stars
32 forks
143 projects
Last updated: 28 Apr 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
246 stars
14 forks
284 projects
Last updated: 04 May 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
243 stars
14 forks
232 projects
Last updated: 30 Apr 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
240 stars
25 forks
128 projects
Last updated: 12 Apr 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
208 stars
15 forks
111 projects
Last updated: 06 May 2025
awesome-vlgfm
A Survey on Vision-Language Geo-Foundation Models (VLGFMs)
foundation-models remote-sensing survey vision-language-model
164 stars
8 forks
113 projects
Last updated: 27 Apr 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
162 stars
4 forks
96 projects
Last updated: 27 Apr 2025
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
148 stars
15 forks
93 projects
Last updated: 05 Dec 2024
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
147 stars
15 forks
134 projects
Last updated: 22 Apr 2025
Awesome-Visual-Grounding
[TPAMI reviewing] Towards Visual Grounding: A Survey
awesome grounding survey visual-grounding
146 stars
17 forks
359 projects
Last updated: 25 Apr 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
133 stars
10 forks
118 projects
Last updated: 14 Apr 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
116 stars
7 forks
206 projects
Last updated: 23 Apr 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
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
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
79 stars
2 forks
171 projects
Last updated: 27 Apr 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
awesome-multi-objective-optimization
A curated list of awesome multi-objective optimization research resources.
multi-objective-optimization survey
60 stars
15 forks
40 projects
Last updated: 05 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
49 stars
4 forks
74 projects
Last updated: 15 Apr 2025
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
35 stars
3 forks
59 projects
Last updated: 07 Apr 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-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
19 stars
0 forks
103 projects
Last updated: 03 May 2025
Video-Anomaly-Detection
Awesome Video Anomaly Detection
anomaly anomaly-detection awesome surveillance survey videoanomalydetection
15 stars
2 forks
32 projects
Last updated: 30 Apr 2025