in-context-learning

There are 9 repositories under in-context-learning topic.

BradyFU / Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.
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 multimodal-instruction-tuning multimodal-large-language-models visual-chain-of-thought visual-in-context-learning visual-instruction-tuning
9237
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
Language:Python 8950
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
Language:Python 3489
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
Language:Python 2429
DSXiangLi / DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
demonstration in-context-learning prompt few-shot-learning zero-shot-learning aigc papers prompt-tuning instruction-tuning chain-of-thought chatgpt llm llm-agent prompt-engineering
2140
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
Language:Python 1843
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
1840
baaivision / Emu
Emu Series: Generative Multimodal Models from BAAI
foundation-models generative-pretraining-in-multimodality in-context-learning instruct-tuning multimodal-generalist multimodal-pretraining
Language:Python 1505
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
Language:Jupyter Notebook 1361
zjunlp / LLMAgentPapers
Must-read Papers on LLM Agents.
agents awsome-list environment interactive large-language-models llm multiagent-systems natural-language-processing nlp paper-list prompt agent review survey in-context-learning instruction-following surveys
1220
atfortes / Awesome-LLM-Reasoning
Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought, Instruction-Tuning and Multimodality.
language-models reasoning prompt question-answering in-context-learning chatgpt chain-of-thought prompt-engineering cot awesome gpt gpt-4 mllm multimodal papers vllm
1122
jxzhangjhu / 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 prompt-engineering prompting reliability robustness safety uncertainty-estimation uncertainty-quantification
518
Shark-NLP / OpenICL
OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.
in-context-learning nlp language-model
Language:Python 503
jeffhj / LM-reasoning
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
large-language-models reasoning deductive-reasoning natural-language-processing artificial-intelligence human-intelligence language-modeling language-models awesome-list chain-of-thought paper-list in-context-learning prompt-learning chatgpt gpt-3 llm prompt-engineering
496
quqxui / 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 named-entity-recognition relation-extraction zero-shot-learning
438
RenzeLou / 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 survey
Language:Python 402
HenryHZY / Awesome-Multimodal-LLM
Research Trends in LLM-guided Multimodal Learning.
llm multimodal large-language-models multimodal-learning in-context-learning instruction-tuning multimodal-large-language-models parameter-efficient-learning parameter-efficient-tuning
332
zjunlp / EasyInstruct
An Easy-to-use Instruction Processing Framework for LLMs.
gpt-3 instructions prompt api chain-of-thought gpt large-language-models multimodal reasoning in-context-learning easyinstruct chatgpt pypy-library python prompting tool llama knowlm
Language:Python 317
archersama / awesome-recommend-system-pretraining-papers
Paper List for Recommend-system PreTrained Models
papers pretraining pretraining-for-ir recommender-system pretraining-paper ctr-prediction recommendation llm paper large-language-model in-context-learning recommendation-system awesome awesome-list paperlist
299
xlang-ai / Binder
[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"
in-context-learning language-binding language-model large-language-models natural-language-processing openai prompt-learning structured-knowledge-grounding symbolic-language fact-verification question-answering
Language:Python 282
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
Language:Jupyter Notebook 273
zhilizju / 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 llms zero-shot
Language:Python 247
huangwl18 / language-planner
Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"
language-model gpt-3 codex transformers artificial-intelligence planning knowledge-extraction in-context-learning foundation-models deep-learning embodied-ai
Language:Jupyter Notebook 226
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
Language:Python 192
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
Language:Python 155
IAAR-Shanghai / Grimoire
Grimoire is All You Need for Enhancing Large Language Models
baichuan chatgpt gpt-4 grimoire icl llama llm phi2 in-context-learning datasets
Language:Python 109
xlang-ai / icl-selective-annotation
[ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"
active-learning language-model nlp sample-selection in-context-learning natural-language-processing
Language:Python 98
luban-agi / Awesome-Tool-Learning
A curated list of papers and applications on tool learning.
awesome-list in-context-learning llm papers tool-learning
93
p-lambda / incontext-learning
Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implicit Bayesian Inference"
gpt-3 language-modeling few-shot-learning in-context-learning dataset
Language:Python 90
HKUNLP / icl-ceil
[ICML 2023] Code for our paper “Compositional Exemplars for In-context Learning”.
compositionality determinantal-point-processes in-context-learning large-language-models metric-learning retrieval
Language:Python 86
ZhengxiangShi / PowerfulPromptFT
[NeurIPS 2023 Main Track] This is the repository for the paper titled "Don’t Stop Pretraining? Make Prompt-based Fine-tuning Powerful Learner"
continue-learning fine-tuning in-context-learning instruction-tuning language-model masked-language-modeling masked-language-models pretraining prompt-based-tuning prompt-engineering prompt-learning prompt-tuning prompting semi-supervised semi-supervised-learning
Language:Python 69
MAEHCM / ICL-D3IE
Code for ICCV 2023 Paper : “ICL-D3IE: In-Context Learning with Diverse Demonstrations Updating for Document Information Extraction”
gpt-3 in-context-learning information-extraction
Language:Python 48
smashed
allenai / smashed
SMASHED is a toolkit designed to apply transformations to samples in datasets, such as fields extraction, tokenization, prompting, batching, and more. Supports datasets from Huggingface, torchdata iterables, or simple lists of dictionaries.
mappers pytorch torchdata dataset datasets dict huggingface in-context-learning natural-language-processing nlp pipeline prefix prefix-tuning preprocessing prompting text transformer transformers
Language:Python 30
FudanDISC / ReForm-Eval
An benchmark for evaluating the capabilities of large vision-language models (LVLMs)
gpt4 instruction-tuning large-language-models llm multimodal pre-training large-vision-language-models benchmark embodied-ai in-context-learning instruction-following multimodal-chain-of-thought visual-chain-of-thought reformulation
Language:Python 29
AndrewZhou924 / Awesome-Graph-Prompting
A curated list of resources for graph prompting methods
graph-prompt in-context-learning prompt-learning
27
ryuryukke / OUTFOX
[AAAI 2024] The official repository for our paper, "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples"
adversarial-learning detection in-context-learning llms robustness
Language:Python 23

in-context-learning

BradyFU / Awesome-Multimodal-Large-Language-Models

RUCAIBox / LLMSurvey

mlfoundations / open_flamingo

baaivision / Painter

DSXiangLi / DecryptPrompt

lifeiteng / vall-e

Timothyxxx / Chain-of-ThoughtsPapers

baaivision / Emu

EgoAlpha / prompt-in-context-learning

zjunlp / LLMAgentPapers

atfortes / Awesome-LLM-Reasoning

jxzhangjhu / Awesome-LLM-Uncertainty-Reliability-Robustness

Shark-NLP / OpenICL

jeffhj / LM-reasoning

quqxui / Awesome-LLM4IE-Papers

RenzeLou / awesome-instruction-learning

HenryHZY / Awesome-Multimodal-LLM

zjunlp / EasyInstruct

archersama / awesome-recommend-system-pretraining-papers

xlang-ai / Binder

freshllms / freshqa

zhilizju / Awesome-instruction-tuning

huangwl18 / language-planner

WHU-ZQH / ChatGPT-vs.-BERT

ZhangYuanhan-AI / visual_prompt_retrieval

IAAR-Shanghai / Grimoire

xlang-ai / icl-selective-annotation

luban-agi / Awesome-Tool-Learning

p-lambda / incontext-learning

HKUNLP / icl-ceil

ZhengxiangShi / PowerfulPromptFT

MAEHCM / ICL-D3IE

allenai / smashed

FudanDISC / ReForm-Eval

AndrewZhou924 / Awesome-Graph-Prompting

ryuryukke / OUTFOX