Projects in Awesome Lists tagged with in-context-learning
A curated list of projects in awesome lists tagged with in-context-learning .
https://github.com/rucaibox/llmsurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
chain-of-thought chatgpt in-context-learning instruction-tuning large-language-models llm llms natural-language-processing pre-trained-language-models pre-training rlhf
Last synced: 11 May 2025
https://github.com/RUCAIBox/LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
chain-of-thought chatgpt in-context-learning instruction-tuning large-language-models llm llms natural-language-processing pre-trained-language-models pre-training rlhf
Last synced: 14 Mar 2025
https://github.com/mlfoundations/open_flamingo
An open-source framework for training large multimodal models.
computer-vision deep-learning flamingo in-context-learning language-model multimodal-learning pytorch
Last synced: 09 Apr 2025
https://github.com/dsxiangli/decryptprompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
aigc chain-of-thought chatgpt demonstration few-shot-learning in-context-learning instruction-tuning llm llm-agent papers prompt prompt-engineering prompt-tuning zero-shot-learning
Last synced: 14 May 2025
https://github.com/DSXiangLi/DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
aigc chain-of-thought chatgpt demonstration few-shot-learning in-context-learning instruction-tuning llm llm-agent papers prompt prompt-engineering prompt-tuning zero-shot-learning
Last synced: 05 May 2025
https://github.com/baaivision/painter
Painter & SegGPT Series: Vision Foundation Models from BAAI
cvpr2023 generalist-model generalist-painter in-context-learning in-context-visual-learning seggpt segmentation-foundation-model
Last synced: 14 May 2025
https://github.com/baaivision/Painter
Painter & SegGPT Series: Vision Foundation Models from BAAI
cvpr2023 generalist-model generalist-painter in-context-learning in-context-visual-learning seggpt segmentation-foundation-model
Last synced: 20 Mar 2025
https://github.com/zjunlp/llmagentpapers
Must-read Papers on LLM Agents.
agent agents awsome-list environment in-context-learning instruction-following interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt review survey surveys
Last synced: 26 Mar 2025
https://github.com/lifeiteng/vall-e
PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html
chatgpt in-context-learning large-language-models text-to-speech tts vall-e valle
Last synced: 15 May 2025
https://github.com/Timothyxxx/Chain-of-ThoughtsPapers
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
chain-of-thought codex gpt-3 in-context-learning large-language-models palm prompt-learning
Last synced: 02 Apr 2025
https://github.com/timothyxxx/chain-of-thoughtspapers
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
chain-of-thought codex gpt-3 in-context-learning large-language-models palm prompt-learning
Last synced: 28 Sep 2025
https://github.com/zjunlp/LLMAgentPapers
Must-read Papers on LLM Agents.
agent agents awsome-list environment in-context-learning instruction-following interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt review survey surveys
Last synced: 09 May 2025
https://github.com/baaivision/emu
Emu Series: Generative Multimodal Models from BAAI
foundation-models generative-pretraining-in-multimodality in-context-learning instruct-tuning multimodal-generalist multimodal-pretraining
Last synced: 15 May 2025
https://github.com/baaivision/Emu
Emu Series: Generative Multimodal Models from BAAI
foundation-models generative-pretraining-in-multimodality in-context-learning instruct-tuning multimodal-generalist multimodal-pretraining
Last synced: 19 Jul 2025
https://github.com/egoalpha/prompt-in-context-learning
Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.
chain-of-thought chatbot chatgpt chatgpt-api cot in-context-learning language-modeling language-understanding large-language-model llm pre-training prompt prompt-based-learning prompt-design prompt-engineering prompt-learning prompt-toolkit prompt-tuning
Last synced: 14 May 2025
https://github.com/EgoAlpha/prompt-in-context-learning
Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3, and FlanT5, with up-to-date and cutting-edge updates.
chain-of-thought chatbot chatgpt chatgpt-api cot in-context-learning language-modeling language-understanding large-language-model llm pre-training prompt prompt-based-learning prompt-design prompt-engineering prompt-learning prompt-toolkit prompt-tuning
Last synced: 12 Mar 2025
https://github.com/Shark-NLP/OpenICL
OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.
in-context-learning language-model nlp
Last synced: 12 May 2025
https://github.com/zjunlp/easyinstruct
[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.
api chain-of-thought chatgpt easyinstruct gpt gpt-3 in-context-learning instructions knowlm large-language-models llama multimodal prompt prompting pypy-library python reasoning tool
Last synced: 14 Apr 2025
https://github.com/zjunlp/EasyInstruct
[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.
api chain-of-thought chatgpt easyinstruct gpt gpt-3 in-context-learning instructions knowlm large-language-models llama multimodal prompt prompting pypy-library python reasoning tool
Last synced: 18 Mar 2025
https://github.com/freshllms/freshqa
Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)
few-shot-prompting in-context-learning large-language-models retrieval-augmented-generation
Last synced: 09 May 2025
https://github.com/synalinks/synalinks
🧠🔗 From idea to production in just few lines: Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices
context-engineering in-context-learning in-context-reinforcement-learning language-model llmops llms neuro-symbolic neuro-symbolic-ai reinforcement-learning reinforcement-learning-agent test-time-adaptation test-time-training
Last synced: 11 Oct 2025
https://github.com/xlang-ai/Binder
[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"
fact-verification in-context-learning language-binding language-model large-language-models natural-language-processing openai prompt-learning question-answering structured-knowledge-grounding symbolic-language
Last synced: 22 Jul 2025
https://github.com/hkunlp/binder
[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"
fact-verification in-context-learning language-binding language-model large-language-models natural-language-processing openai prompt-learning question-answering structured-knowledge-grounding symbolic-language
Last synced: 05 Apr 2025
https://github.com/xlang-ai/binder
[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"
fact-verification in-context-learning language-binding language-model large-language-models natural-language-processing openai prompt-learning question-answering structured-knowledge-grounding symbolic-language
Last synced: 06 Apr 2025
https://github.com/huangwl18/language-planner
Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"
artificial-intelligence codex deep-learning embodied-ai foundation-models gpt-3 in-context-learning knowledge-extraction language-model planning transformers
Last synced: 11 Apr 2025
https://github.com/whu-zqh/chatgpt-vs.-bert
🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT
bert chain-of-thought chatgpt in-context-learning natural-language-understanding
Last synced: 21 Apr 2025
https://github.com/WHU-ZQH/ChatGPT-vs.-BERT
🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT
bert chain-of-thought chatgpt in-context-learning natural-language-understanding
Last synced: 13 Mar 2025
https://github.com/zhangyuanhan-ai/visual_prompt_retrieval
[NeurIPS2023] Official implementation and model release of the paper "What Makes Good Examples for Visual In-Context Learning?"
in-context-learning prompt visual-prompting
Last synced: 16 Mar 2025
https://github.com/xlang-ai/icl-selective-annotation
[ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"
active-learning in-context-learning language-model natural-language-processing nlp sample-selection
Last synced: 13 Oct 2025
https://github.com/dunnolab/xland-minigrid-datasets
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning
datasets in-context-learning in-context-reinforcement-learning meta-reinforcement-learning reinforcement-learning
Last synced: 03 Feb 2026
https://github.com/kruskal-labs/toolfront
A lightweight MCP server for database search & querying.
analytics artificial-intelligence bigquery copilot data-analysis data-engineering data-science database databricks duckdb in-context-learning mcp mlops mysql snowflake sql sqlite vscode-extension
Last synced: 20 Jun 2025
https://github.com/FudanDISC/ReForm-Eval
An benchmark for evaluating the capabilities of large vision-language models (LVLMs)
benchmark embodied-ai gpt4 in-context-learning instruction-following instruction-tuning large-language-models large-vision-language-models llm multimodal multimodal-chain-of-thought pre-training reformulation visual-chain-of-thought
Last synced: 23 Apr 2025
https://github.com/modelscope/promptscope
Enjoy easier conversations with LLM
gpt-4 in-context-learning large-language-models llms multi-modal prompt prompt-engineering
Last synced: 14 Jun 2025
https://github.com/futureagi/xenoverse
Xenoverse is a collection of randomized RL, Language, and general-purpose simulation environments, designed for training General-Purpose Learning Agents (GLAs).
agi ai artificial-general-intelligence artificial-intelligence general-purpose-in-context-learning general-purpose-learning-agents in-context-learning in-context-reinforcement-learning meta-learning meta-reinforcement-learning meta-rl reinforcement-learning rl rl-environment rl-envs simulation simulator
Last synced: 08 Oct 2025
https://github.com/amazon-science/adaptive-in-context-learning
AdaICL: Which Examples to Annotate of In-Context Learning? Towards Effective and Efficient Selection
active-learning-in-nlp few-shot-learning in-context-learning large-language-models nlp
Last synced: 25 Feb 2026
https://github.com/showlab/visincontext
Official implementation of Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning
efficient in-context-learning llm mllm
Last synced: 22 Apr 2025
https://github.com/rafaykhattak/llamadoc
Taking advantage of LlamaIndex's in-context learning paradigm, LlamaDoc empowers users to input PDF documents and pose any questions related to the content. The tool leverages the LLama Index's reasoning capabilities to provide intelligent responses based on the contextual understanding of the LLM.
deep-neural-networks gpt3 in-context-learning llama-index llm
Last synced: 19 Sep 2025
https://github.com/kvignesh1420/cot-icl-lab
[ACL 2025] CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations
chain-of-thought graphs in-context-learning llm-inference llm-training transformers
Last synced: 01 Jul 2025
https://github.com/fisseha-estifanos/llm-api
A repository to demonstrate some of the concepts behind large language models, transformer (foundation) models, in-context learning, and prompt engineering using open source large language models like Bloom and co:here.
api bloom cohere in-context-learning llm news-score prompt-engineering text-extraction transformer
Last synced: 08 Mar 2026
https://github.com/vvukimy/mdr
Code for NAACL 2024 "MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning".
in-context-learning large-language-models retrieval-augmented-generation
Last synced: 02 Mar 2026
https://github.com/dcarpintero/ai-engineering
AI Engineering: Annotated NBs to dive into Self-Attention, In-Context Learning, RAG, Knowledge-Graphs, Fine-Tuning, Model Optimization, and many more.
ai-engineering bert chunking embeddings fine-tuning generative-ai huggingface-transformers in-context-learning knowledge-graph langchain large-language-models llama3-1 model-quantization retrieval-augmented-generation self-attention transformer weights-and-biases
Last synced: 02 Mar 2026
https://github.com/samestrin/llm-prepare
A NPM CLI app that converts complex project directory structures and files into a streamlined file (or set of flat files), optimized for processing with In-Context Learning (ICL) prompts; prompts are included.
chatgpt chatgpt3 chatgpt4 claude contextual-prompts example-based-learning gemini icl in-context-learning javascript llm mistral mistralai node nodejs prompt prompt-engineering reka
Last synced: 16 Sep 2025
https://github.com/adrianbzg/tabmda
Code for "TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting" (ICML 2024)
data-augmentation deep-learning in-context-learning manifold-data-augmentation tabpfn tabular-data tabular-transformers
Last synced: 13 Apr 2025
https://github.com/albertan017/hicl
The official implementation of the paper HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding
Last synced: 19 Apr 2025
https://github.com/jingew/dermoscopic-image-icl-gpt4
Dermoscopic Image In-Context Learning (ICL) with GPT4v
dermatology dermoscopic-image gpt-4 in-context-learning llms medical-image-analysis pathology prompt-engineering
Last synced: 21 Jun 2025
https://github.com/daniel-furman/chat-all-in
RAG chatbot built on top of trending M&A news.
chatbot in-context-learning openai rag retrieval-augmented-generation
Last synced: 08 Jul 2025
https://github.com/dcarpintero/generative-ai-101
Annotated Notebooks to dive into Self-Attention, In-Context Learning, RAG, Knowledge-Graphs, Fine-Tuning, Model Optimization, and many more.
bert chunking embeddings fine-tuning generative-ai huggingface-transformers in-context-learning knowledge-graph langchain large-language-models llama3-1 model-quantization retrieval-augmented-generation self-attention transformer weights-and-biases
Last synced: 14 Mar 2025
https://github.com/cmavro/PackLLM
Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization
in-context-learning large-language-models mixture-of-experts model-fusion
Last synced: 08 May 2025
https://github.com/jingew/cvd-dermoscopic-image-icl-gpt4
CVD Simulated Image Classification with GPT4
aritificial-intelligence dermoscopic-image gpt4 in-context-learning llms prompt-engineering
Last synced: 10 Feb 2026
https://github.com/akhilpandey95/llmscisci
Experiments, and how-to guide for the lecture "Large language models for Scientometrics"
direct-preference-optimization finetuning-llms in-context-learning llms reproducibility scientometrics
Last synced: 26 Feb 2026
https://github.com/vivy1024/daml-rag-framework
🧠 DAML-RAG: Domain-Adaptive Multi-source Learning RAG Framework | GraphRAG混合检索 + 推理时学习 + 教师-学生双模型协作 | Production-ready vertical domain AI solution
artificial-intelligence framework graphrag in-context-learning knowledge-graph llm machine-learning mcp neo4j python qdrant rag vector-database
Last synced: 11 Apr 2026
https://github.com/msmrexe/neurosymbolic-vqa-program-generator
A comprehensive implementation of a Neurosymbolic framework for Visual Question Answering (VQA) on the CLEVR dataset. This project translates natural language questions into symbolic programs using three different learning strategies: Supervised (LSTM & Transformer), Reinforcement Learning (REINFORCE), and In-Context Learning (LLM).
clevr course-project in-context-learning large-language-models lstm neurosymbolic neurosymbolic-ai policy-gradient program-generator pytorch reinforce reinforcement-learning seq2seq supervised-learning system-2 transformer university-project visual-question-answering visual-reasoning vqa
Last synced: 07 May 2026
https://github.com/kreasof-ai/infinite-benchmark-glitch
We Found an Infinite Benchmark Glitch: Dynamic N-Dimensional Grid Regression (DNDGR) Benchmark
benchmark in-context-learning large-language-models
Last synced: 16 Feb 2026
https://github.com/mahshid1378/vall-e
PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html
chatgpt in-context-learning large-language-models text-to-speech tts vall-e valle
Last synced: 25 Aug 2025
https://github.com/mqtth3w/master-thesis-mbda-unipr
Enhancing Fault Isolation in Hardware Systems Using Large Language Models (LLMs). Master's Degree Thesis developed in 2025.
ai diagnostic-tool diagnostics english in-context-learning llama llama3-2 llm llms llms-evalution llms-reasoning llms-txt llmstxt master-thesis mbda phi-4 phi-4-mini prompt-engineering thesis unipr
Last synced: 13 May 2026
https://github.com/ukplab/arxiv2025-inherent-limits-plms
Code repository for the paper "The Inherent Limits of Pretrained LLMs: The Unexpected Convergence of Instruction Tuning and In-Context Learning Capabilities"
explainability in-context-learning instruction-tuning large-language-models nlp pretrained-models
Last synced: 18 Jun 2025
https://github.com/lucianoayres/nlp-sentinel
Uma solução completa para classificação de sentimentos em avaliações de e-commerce usando técnicas avançadas de Deep Learning e Processamento de Linguagem Natural.
ai gradio huggingface-transformers in-context-learning natural-language-processing product-reviews sentimental-analysis
Last synced: 28 Apr 2026
