"in-context-learning" Awesome Lists
Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
chain-of-thought in-context-learning instruction-following instruction-tuning large-language-models large-vision-language-model large-vision-language-models multi-modality multimodal-chain-of-thought multimodal-in-context-learning
16,242 stars
1,055 forks
578 projects
Last updated: 13 Sep 2025
Awesome-LLM-Reasoning
From Chain-of-Thought prompting to OpenAI o1 and DeepSeek-R1 🍓
awesome chain-of-thought chatgpt cot deepseek deepseek-r1 gpt gpt-4o in-context-learning language-models
3,374 stars
197 forks
161 projects
Last updated: 06 Oct 2025
Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
cross-domain-learning data-augmentation event-arguments event-detection event-extraction few-shot-learning in-context-learning information-extraction knowledge-graph-construction large-language-models
1,006 stars
60 forks
438 projects
Last updated: 08 Sep 2025
Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
awesome-list calibration chain-of-thought chatgpt gpt-3 gpt-4 hallucination in-context-learning large-language-models llms
779 stars
50 forks
198 projects
Last updated: 28 Aug 2025
LM-reasoning
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
artificial-intelligence awesome-list chain-of-thought chatgpt deductive-reasoning gpt-3 human-intelligence in-context-learning language-modeling language-models
564 stars
36 forks
69 projects
Last updated: 11 Aug 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
499 stars
24 forks
177 projects
Last updated: 21 Aug 2025
Awesome-Multimodal-LLM
Research Trends in LLM-guided Multimodal Learning.
in-context-learning instruction-tuning large-language-models llm multimodal multimodal-large-language-models multimodal-learning parameter-efficient-learning parameter-efficient-tuning
355 stars
16 forks
38 projects
Last updated: 08 Sep 2025
awesome-recommend-system-pretraining-papers
Paper List for Recommend-system PreTrained Models
awesome awesome-list ctr-prediction in-context-learning large-language-model llm paper paperlist papers pretraining
345 stars
29 forks
62 projects
Last updated: 22 Sep 2025
Awesome-instruction-tuning
A curated list of awesome instruction tuning datasets, models, papers and repositories.
alpaca awesome awesome-list chatgpt cross-task-generalization gpt in-context-learning instruct-gpt instruction-tuning llm
337 stars
14 forks
45 projects
Last updated: 11 Aug 2025
Awesome-Tool-Learning
A curated list of papers and applications on tool learning.
awesome-list in-context-learning llm papers tool-learning
121 stars
4 forks
51 projects
Last updated: 14 Aug 2025