cambridgeltl/sail-bli

Self-Augmented In-Context Learning for Unsupervised Word Translation (ACL 2024). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

Language: Python - Size: 430 KB - Last synced: about 12 hours ago - Pushed: about 13 hours ago - Stars: 1 - Forks: 1

baaivision/Painter

Painter & SegGPT Series: Vision Foundation Models from BAAI

Language: Python - Size: 12.7 MB - Last synced: about 10 hours ago - Pushed: 7 months ago - Stars: 2,445 - Forks: 160

ryuryukke/OUTFOX

[AAAI 2024] The official repository for our paper, "OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples"

Language: Python - Size: 82.5 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 28 - Forks: 1

quqxui/Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

Size: 1.36 MB - Last synced: about 15 hours ago - Pushed: 1 day ago - Stars: 500 - Forks: 26

DSXiangLi/DecryptPrompt

总结Prompt&LLM论文，开源数据&模型，AIGC应用

Size: 1.5 GB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 2,242 - Forks: 218

showlab/VisInContext

Official implementation of Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning

Language: Python - Size: 1010 KB - Last synced: 3 days ago - Pushed: 3 days ago - Stars: 1 - Forks: 0

cambridgeltl/prompt4bli

On Bilingual Lexicon Induction with Large Language Models (EMNLP 2023). Keywords: Bilingual Lexicon Induction, Word Translation, Large Language Models, LLMs.

Language: Python - Size: 151 KB - Last synced: 2 days ago - Pushed: 3 days ago - Stars: 8 - Forks: 2

zjunlp/LLMAgentPapers

Must-read Papers on LLM Agents.

Size: 194 KB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 1,317 - Forks: 69

Shark-NLP/OpenICL

OpenICL is an open-source framework to facilitate research, development, and prototyping of in-context learning.

Language: Python - Size: 333 KB - Last synced: about 23 hours ago - Pushed: 8 months ago - Stars: 510 - Forks: 27

zjunlp/EasyInstruct

[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.

Language: Python - Size: 18.4 MB - Last synced: 4 days ago - Pushed: 4 days ago - Stars: 320 - Forks: 28

jeffhj/LM-reasoning

This repository contains a collection of papers and resources on Reasoning in Large Language Models.

Size: 99.6 KB - Last synced: 19 days ago - Pushed: 7 months ago - Stars: 495 - Forks: 30

gmp007/PropertyExtractor

Generative AI-based Software for Material Property and Database Generation

Language: Python - Size: 95.7 KB - Last synced: 8 days ago - Pushed: 8 days ago - Stars: 7 - Forks: 0

tml-epfl/icl-alignment

Is In-Context Learning Sufficient for Instruction Following in LLMs?

Language: Python - Size: 291 KB - Last synced: 9 days ago - Pushed: 9 days ago - Stars: 2 - Forks: 0

Jeasco/SeFM

Separating Anything from Image in Context

Language: Python - Size: 1.4 MB - Last synced: 10 days ago - Pushed: 11 days ago - Stars: 10 - Forks: 0

BradyFU/Awesome-Multimodal-Large-Language-Models

:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

Size: 74.1 MB - Last synced: 18 days ago - Pushed: 21 days ago - Stars: 9,508 - Forks: 623

jxzhangjhu/Awesome-LLM-Uncertainty-Reliability-Robustness

Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models

Size: 582 KB - Last synced: 17 days ago - Pushed: 2 months ago - Stars: 527 - Forks: 36

JosefAlbers/LoRA4context

Distill knowledge from in-context learning into efficient LoRA adapters, enabling expert LLM performance with smaller context windows.

Language: Python - Size: 356 KB - Last synced: 17 days ago - Pushed: 18 days ago - Stars: 0 - Forks: 0

RenzeLou/awesome-instruction-learning

Papers and Datasets on Instruction Tuning and Following. ✨✨✨

Language: Python - Size: 6.25 MB - Last synced: 18 days ago - Pushed: 2 months ago - Stars: 408 - Forks: 21

atfortes/Awesome-LLM-Reasoning

Reasoning in Large Language Models: Papers and Resources, including Chain-of-Thought, Instruction-Tuning and Multimodality.

Size: 265 KB - Last synced: 18 days ago - Pushed: about 1 month ago - Stars: 1,139 - Forks: 58

RUCAIBox/LLMSurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

Language: Python - Size: 36.3 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 9,016 - Forks: 700

archersama/awesome-recommend-system-pretraining-papers

Paper List for Recommend-system PreTrained Models

Size: 188 KB - Last synced: 17 days ago - Pushed: 2 months ago - Stars: 302 - Forks: 26

luban-agi/Awesome-Tool-Learning

A curated list of papers and applications on tool learning.

Size: 126 KB - Last synced: 17 days ago - Pushed: 5 months ago - Stars: 94 - Forks: 4

forgi86/sysid-transformers-transfer

Code of the paper "On the adaptation of in-context learners for system identification" by Dario Piga, Filippo Pura, and Marco Forgione

Language: Jupyter Notebook - Size: 14.2 MB - Last synced: 24 days ago - Pushed: 24 days ago - Stars: 2 - Forks: 0

zhilizju/Awesome-instruction-tuning

A curated list of awesome instruction tuning datasets, models, papers and repositories.

Language: Python - Size: 6.01 MB - Last synced: 20 days ago - Pushed: 12 months ago - Stars: 252 - Forks: 8

mlfoundations/open_flamingo

An open-source framework for training large multimodal models.

Language: Python - Size: 7.33 MB - Last synced: 26 days ago - Pushed: 30 days ago - Stars: 3,493 - Forks: 261

baaivision/Emu

Emu Series: Generative Multimodal Models from BAAI

Language: Python - Size: 46.3 MB - Last synced: 26 days ago - Pushed: 3 months ago - Stars: 1,506 - Forks: 78

lifeiteng/vall-e

PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html

Language: Python - Size: 92.9 MB - Last synced: about 1 month ago - Pushed: 7 months ago - Stars: 1,833 - Forks: 306

mukhal/icl-ensembling

[Me-FoMo ICLR 2023] Exploring Demonstration Ensembling for In-context Learning

Language: Python - Size: 222 KB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 4 - Forks: 0

xlang-ai/icl-selective-annotation

[ICLR 2023] Code for our paper "Selective Annotation Makes Language Models Better Few-Shot Learners"

Language: Python - Size: 32.5 MB - Last synced: about 1 month ago - Pushed: 11 months ago - Stars: 97 - Forks: 14

xlang-ai/Binder

[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"

Language: Python - Size: 22.3 MB - Last synced: about 1 month ago - Pushed: 10 months ago - Stars: 278 - Forks: 33

cmavro/PackLLM

Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization

Language: Python - Size: 169 KB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 2 - Forks: 0

corl-team/headless-ad

Official Implementation for "In-Context Reinforcement Learning for Variable Action Spaces"

Language: Python - Size: 146 KB - Last synced: about 1 month ago - Pushed: 4 months ago - Stars: 15 - Forks: 0

freshllms/freshqa

Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)

Language: Jupyter Notebook - Size: 217 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 261 - Forks: 8

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.

Language: Jupyter Notebook - Size: 44.1 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1,332 - Forks: 80

kiming-ng/MDR

Code for NAACL 2024 "MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning".

Size: 1000 Bytes - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

Timothyxxx/Chain-of-ThoughtsPapers 📦

A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

Size: 102 KB - Last synced: 3 months ago - Pushed: 8 months ago - Stars: 1,807 - Forks: 122

huangwl18/language-planner

Official Code for "Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents"

Language: Jupyter Notebook - Size: 20.3 MB - Last synced: 3 months ago - Pushed: about 2 years ago - Stars: 224 - Forks: 28

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.

Language: Python - Size: 4.55 MB - Last synced: about 1 month ago - Pushed: 8 months ago - Stars: 30 - Forks: 3

IAAR-Shanghai/Grimoire

Grimoire is All You Need for Enhancing Large Language Models

Language: Python - Size: 3.6 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 93 - Forks: 8

Shivanshu-Gupta/in-context-learning

Easy in-context learning experiemnts with variety of datasets, LLMs, and example selectors.

Language: Python - Size: 104 KB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

FudanDISC/ReForm-Eval

An benchmark for evaluating the capabilities of large vision-language models (LVLMs)

Language: Python - Size: 10 MB - Last synced: 3 months ago - Pushed: 7 months ago - Stars: 25 - Forks: 2

Chia-Hsuan-Lee/IC-DST Fork of Yushi-Hu/IC-DST

Code base of In-Context Learning for Dialogue State tracking

Language: Python - Size: 28.2 MB - Last synced: 4 months ago - Pushed: 11 months ago - Stars: 2 - Forks: 0

ZhangYuanhan-AI/visual_prompt_retrieval

[NeurIPS2023] Official implementation and model release of the paper "What Makes Good Examples for Visual In-Context Learning?"

Language: Python - Size: 15.9 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 145 - Forks: 5

jtonglet/SEER

Code implementation for the EMNLP 2023 paper "SEER A Knapsack approach to Exemplar Selection for In-Context HybridQA"

Language: Python - Size: 88 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 5 - Forks: 0

prince-css/semrep

Factuality check of the SemRep Predications

Language: Jupyter Notebook - Size: 4.2 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

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"

Language: Python - Size: 34.2 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 66 - Forks: 15

yandex-research/mind-your-format

Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements

Language: Jupyter Notebook - Size: 9.12 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

yangzhch6/AlignedCoT

Implementation of our paper "Speak Like a Native: Prompting Large Language Models in a Native Style"

Size: 2.82 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 5 - Forks: 0

WHU-ZQH/ChatGPT-vs.-BERT

🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT

Language: Python - Size: 4.31 MB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 190 - Forks: 9

AndrewZhou924/Awesome-Graph-Prompting

A curated list of resources for graph prompting methods

Size: 12.7 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 24 - Forks: 1

MstXy/in-context-learning Fork of dtsip/in-context-learning

Fine-Tuning Text Pre-Trained Transformers to In-Context Learn Simple Function Classes.

Language: Jupyter Notebook - Size: 18.5 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

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"

Language: Python - Size: 76.2 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 69 - Forks: 12

YiSyuanChen/SINC

Original PyTorch implementation for ICCV 2023 Paper "SINC: Self-Supervised In-Context Learning for Vision-Language Tasks."

Language: Python - Size: 1.05 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

HenryHZY/Awesome-Multimodal-LLM

Research Trends in LLM-guided Multimodal Learning.

Size: 17.6 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 242 - Forks: 5

Lori10/Master-Thesis-Few-Shot-CoT-Prompting-LLM

Language: Python - Size: 163 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

albertan017/HICL

The official implementation of the paper HICL: Hashtag-Driven In-Context Learning for Social Media Natural Language Understanding

Language: Python - Size: 1.07 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

daniel-furman/chat-all-in

In-context learning chatbot built on top of trending M&A news.

Language: Python - Size: 334 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 3 - Forks: 0

itayle/diverse-demonstrations

Diverse Demonstrations Improve In-context Compositional Generalization

Language: Python - Size: 22.4 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 3 - Forks: 0

rovle/gpt3-in-context-fitting

Experiments on GPT-3's ability to fit numerical models in-context.

Language: Jupyter Notebook - Size: 2.04 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 14 - Forks: 0

terarachang/DataICL

Data Valuation on In-Context Examples

Language: Python - Size: 2.56 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

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.

Language: Python - Size: 679 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 1 - Forks: 0

l294265421/ChatGPT-Techniques-Introduction-for-Everyone

ChatGPT技术介绍

Size: 33.1 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 15 - Forks: 0

HKUNLP/icl-ceil

Code for our paper “Compositional Exemplars for In-context Learning”.

Language: Python - Size: 291 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 30 - Forks: 2

HKUNLP/ProGen

[EMNLP-2022 Findings] Code for paper “ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback”.

Language: Python - Size: 970 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 11 - Forks: 0

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.

Language: Jupyter Notebook - Size: 327 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

zrustc/KNN-C

Official implementation of paper "Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration"

Language: Python - Size: 15.6 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

YohansSamuel/prompt_engineering

Week 4 - Prompt Engineering: In-context learning with GPT-3 and other Large Language Models

Language: Jupyter Notebook - Size: 108 KB - Last synced: over 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

purang2/MS-thesis-defense

Size: 16.9 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0