GitHub topics: in-context-learning
SynaLinks/synalinks
🧠🔗 Graph-Based Programmable Neuro-Symbolic LM Framework - a production-first LM framework built with decade old Deep Learning best practices
Language: Python - Size: 12.3 MB - Last synced at: about 15 hours ago - Pushed at: about 16 hours ago - Stars: 255 - Forks: 16
hsp-iit/embodied-captioning
Official repository of the preprint "Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions"
Language: Python - Size: 944 KB - Last synced at: about 19 hours ago - Pushed at: about 20 hours ago - Stars: 2 - Forks: 0
SMSD75/MoSiC
This repo contains the official implementation of ICCV 2025 paper "MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning
Language: Python - Size: 1.12 MB - Last synced at: about 21 hours ago - Pushed at: about 22 hours ago - Stars: 8 - Forks: 1
RUCAIBox/LLMSurvey
The official GitHub page for the survey paper "A Survey of Large Language Models".
Language: Python - Size: 43.1 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 11,605 - Forks: 907
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. - Professor Yu Liu
Language: Jupyter Notebook - Size: 44.3 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1,591 - Forks: 98
freshllms/freshqa
Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)
Language: Jupyter Notebook - Size: 360 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 363 - Forks: 18
Ajax12345/CA-SQL
Complexity-Aware inference time Reasoning for Text-to-SQL via exploration and compute budget allocation
Language: Python - Size: 37.5 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0
airs-cuhk/airsoul
Next-gen Foundation Model for Embodied AI
Language: Python - Size: 2.64 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 17 - Forks: 6
BradyFU/Awesome-Multimodal-Large-Language-Models
:sparkles::sparkles:Latest Advances on Multimodal Large Language Models
Size: 83 MB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 15,585 - Forks: 1,012
davidyyd/roboprompt
Code release for "RoboPrompt"
Language: Python - Size: 555 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 22 - Forks: 0
DSXiangLi/DecryptPrompt
总结Prompt&LLM论文，开源数据&模型，AIGC应用
Size: 2.19 GB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 3,080 - Forks: 302
dunnolab/awesome-in-context-rl
Awesome In-Context RL: A curated list of In-Context Reinforcement Learning - - —
Size: 82 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 186 - Forks: 12
samestrin/llm-prepare
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.
Language: JavaScript - Size: 352 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 6 - Forks: 1
zjunlp/EasyInstruct
[ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.
Language: Python - Size: 18.6 MB - Last synced at: 3 days ago - Pushed at: 6 months ago - Stars: 405 - Forks: 36
IAAR-Shanghai/Grimoire
Grimoire is All You Need for Enhancing Large Language Models
Language: Python - Size: 3.61 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 116 - Forks: 13
archersama/awesome-recommend-system-pretraining-papers
Paper List for Recommend-system PreTrained Models
Size: 188 KB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 336 - Forks: 29
zjunlp/LLMAgentPapers
Must-read Papers on LLM Agents.
Size: 208 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 2,468 - Forks: 146
atfortes/Awesome-LLM-Reasoning
Reasoning in LLMs: Papers and Resources, including Chain-of-Thought, OpenAI o1, and DeepSeek-R1 🍓
Size: 516 KB - Last synced at: 16 days ago - Pushed at: about 2 months ago - Stars: 3,146 - Forks: 181
jxzhangjhu/Awesome-LLM-Uncertainty-Reliability-Robustness
Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models
Size: 218 KB - Last synced at: 16 days ago - Pushed at: about 1 month ago - Stars: 755 - Forks: 50
AndreSchuck/EvaluatingLargeLanguageModelsforBrazilianPortugueseSentimentAnalysis
Comparative study of 23 LLMs for Brazilian Portuguese sentiment analysis via in-context learning. Evaluates multilingual vs Portuguese-specialized models across 12 datasets. Code and data included.
Size: 2.93 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0
FutureAGI/Xenoverse
Xenoverse is a collection of randomized RL, Language, and general-purpose simulation environments, designed for training General-Purpose Learning Agents (GLAs).
Language: Python - Size: 1.75 MB - Last synced at: 18 days ago - Pushed at: about 2 months ago - Stars: 14 - Forks: 6
mlbio-epfl/joint-inference
[ICLR 2025] Large (Vision) Language Models are Unsupervised In-Context Learners
Language: Python - Size: 295 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 12 - Forks: 6
modelscope/PromptScope
Enjoy easier conversations with LLM
Language: Python - Size: 51.2 MB - Last synced at: 13 days ago - Pushed at: 4 months ago - Stars: 37 - Forks: 4
jeffhj/LM-reasoning
This repository contains a collection of papers and resources on Reasoning in Large Language Models.
Size: 99.6 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 564 - Forks: 35
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 at: 14 days ago - Pushed at: over 1 year ago - Stars: 563 - Forks: 29
lzyhha/VisualCloze
VisualCloze: A universal image generation framework that can support a wide range of in-domain tasks and generalize to unseen ones. (🔥 🔥 🔥 Merged into offical pipelines of diffusers.)
Language: Python - Size: 129 MB - Last synced at: 22 days ago - Pushed at: 23 days ago - Stars: 230 - Forks: 11
HenryHZY/Awesome-Multimodal-LLM
Research Trends in LLM-guided Multimodal Learning.
Size: 17.6 KB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 358 - Forks: 16
luban-agi/Awesome-Tool-Learning
A curated list of papers and applications on tool learning.
Size: 126 KB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 120 - Forks: 4
kvignesh1420/cot-icl-lab
[ACL 2025] CoT-ICL Lab: A Synthetic Framework for Studying Chain-of-Thought Learning from In-Context Demonstrations
Language: Python - Size: 555 KB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 10 - Forks: 1
Pro-GenAI/LML-DAP
Language Model Learning a Dataset for Data-Augmented Prediction
Language: Jupyter Notebook - Size: 1.86 MB - Last synced at: 27 days ago - Pushed at: 28 days ago - Stars: 10 - Forks: 0
mlfoundations/open_flamingo
An open-source framework for training large multimodal models.
Language: Python - Size: 7.36 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 3,931 - Forks: 306
zhilizju/Awesome-instruction-tuning
A curated list of awesome instruction tuning datasets, models, papers and repositories.
Language: Python - Size: 6.01 MB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 335 - Forks: 14
baaivision/Emu
Emu Series: Generative Multimodal Models from BAAI
Language: Python - Size: 46.3 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 1,721 - Forks: 85
baaivision/Painter
Painter & SegGPT Series: Vision Foundation Models from BAAI
Language: Python - Size: 12.7 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 2,569 - Forks: 179
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 at: about 1 month ago - Pushed at: over 1 year ago - Stars: 2,128 - Forks: 325
xlang-ai/Binder
[ICLR 2023] Code for the paper "Binding Language Models in Symbolic Languages"
Language: Python - Size: 22.3 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 315 - Forks: 36
MidiyaZhu/MICL
Code for Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning
Language: Python - Size: 4.75 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
safeernabi4/language-learning-prompts
LLM prompts for language learning.
Size: 7.81 KB - Last synced at: about 2 months ago - Pushed at: about 2 months 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 at: about 2 months ago - Pushed at: about 1 year ago - Stars: 493 - Forks: 24
Ezharjan/AutoSceneGen
Stores here are the source codes for the official implementation of "Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner", by Alexander Ezharjan.
Language: Python - Size: 632 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 9 - Forks: 0
CristianoPatricio/CBVLM
Code for the paper "CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image Classification".
Language: Python - Size: 903 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 7 - Forks: 1
ShiZhengyan/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 at: about 1 month ago - Pushed at: over 1 year ago - Stars: 74 - Forks: 18
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.
Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0
cmavro/PackLLM
Pack of LLMs: Model Fusion at Test-Time via Perplexity Optimization
Language: Python - Size: 169 KB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 1
akhilpandey95/LLMSciSci
Experiments, and how-to guide for the lecture "Large language models for Scientometrics"
Language: Jupyter Notebook - Size: 1.64 MB - Last synced at: 21 days ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0
lucianoayres/sentiment-analysis-app
Aplicação para classificação de sentimentos em avaliações de e-commerce usando técnicas avançadas de Deep Learning e Processamento de Linguagem Natural.
Language: Python - Size: 36.1 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
franciellevargas/SELFAR
The SEntence-Level FActual Reasoning (SELFAR) is a new method to improve explainable fact-checking. It relies on fact extraction and verification by predicting the news source reliability and factuality (veracity) of news articles or claims at the sentence level, generating post-hoc explanations using SHAP/LIME and zero-shot prompts.
Language: Jupyter Notebook - Size: 1.14 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
showlab/VisInContext
Official implementation of Leveraging Visual Tokens for Extended Text Contexts in Multi-Modal Learning
Language: Python - Size: 1010 KB - Last synced at: 2 months ago - Pushed at: 8 months ago - Stars: 15 - Forks: 2
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 at: 3 months ago - Pushed at: about 3 years ago - Stars: 271 - Forks: 33
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.
Language: Jupyter Notebook - Size: 11.6 MB - Last synced at: 22 days ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0
KevinBian107/RPLH
Developing various frameworks for multi-agent collaborations systems
Language: Python - Size: 36.6 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 3 - Forks: 1
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: 4.56 MB - Last synced at: 18 days ago - Pushed at: about 1 year ago - Stars: 33 - Forks: 4
Timothyxxx/Chain-of-ThoughtsPapers 📦
A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".
Size: 102 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 2,028 - Forks: 135
mahshid1378/VALL-E
PyTorch implementation of VALL-E(Zero-Shot Text-To-Speech), Reproduced Demo https://lifeiteng.github.io/valle/index.html
Language: Python - Size: 0 Bytes - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
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 at: 3 months ago - Pushed at: 3 months ago - Stars: 40 - Forks: 4
FudanDISC/ReForm-Eval
An benchmark for evaluating the capabilities of large vision-language models (LVLMs)
Language: Python - Size: 10 MB - Last synced at: 2 months ago - Pushed at: over 1 year ago - Stars: 46 - Forks: 4
gmp007/PropertyExtractor
Generative AI-based Software for Material Property and Database Generation
Language: Python - Size: 108 KB - Last synced at: about 2 months ago - Pushed at: 7 months ago - Stars: 10 - Forks: 1
mohammadoumar/emotion_classification_LR
Sentiment Analsysis in Comics with LLMs.
Language: Jupyter Notebook - Size: 15.2 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
moucheng2017/SOP-LVM-ICL-Ensemble
[NeurIPS VLM workshop 2024] In-Context Ensemble Learning from Pseudo Labels Improves Video-Language Models for Low-Level Workflow Understanding
Language: Python - Size: 834 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 22 - Forks: 3
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 at: 24 days ago - Pushed at: almost 2 years ago - Stars: 109 - Forks: 16
daniel-furman/chat-all-in
RAG chatbot built on top of trending M&A news.
Language: Python - Size: 28.4 MB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 4 - 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 at: 3 months ago - Pushed at: over 1 year ago - Stars: 173 - Forks: 7
hc495/StaICC
A standardized toolkit for classification task on In-context Learning. Official code implementation of paper: "StaICC: Standardized Evaluation for Classification Task in In-context Learning"
Language: Python - Size: 16.4 MB - Last synced at: 28 days ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0
gszfwsb/Unveiling-Induction-Heads
PyTorch implementation for "Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers", NeurIPS 2024
Language: Jupyter Notebook - Size: 12 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 2 - Forks: 0
MiZhenxing/ThinkDiff
Codes for ThinkDiff
Size: 2.55 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0
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 at: 4 months ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 0
abenechehab/dicl
[ICLR 2025] Official implementation of DICL (Disentangled In-Context Learning), featured in the paper "Zero-shot Model-based Reinforcement Learning using Large Language Models".
Language: Jupyter Notebook - Size: 202 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 15 - Forks: 2
dunnolab/xland-minigrid-datasets
XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning
Language: Python - Size: 631 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 63 - Forks: 9
hc495/ICL_Circuit
[ICLR 2025] Official code implementation of paper: "Revisiting In-context Learning Inference Circuit in Large Language Models"
Language: Jupyter Notebook - Size: 242 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0
vvukimy/MDR
Code for NAACL 2024 "MDR: Model-Specific Demonstration Retrieval at Inference Time for In-Context Learning".
Language: Python - Size: 230 KB - Last synced at: 3 months ago - Pushed at: 12 months ago - Stars: 6 - 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: 686 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 14 - Forks: 3
AdrianBZG/TabMDA
Code for "TabMDA: Tabular Manifold Data Augmentation for Any Classifier using Transformers with In-context Subsetting" (ICML 2024)
Language: Python - Size: 6.52 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 5 - Forks: 0
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: 445 KB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 3 - Forks: 1
hc495/Hidden_Calibration
[NAACL 2025 main] Official code implementation of paper: "Token-based Decision Criteria Are Suboptimal in In-context Learning"
Language: Jupyter Notebook - Size: 1020 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
razamehar/Chat-with-your-data
Taira is a RAG-based conversational AI chatbot capable of reading and interacting with various types of documents such as PDF, Word, Excel files, and webpages.
Language: Python - Size: 9.77 KB - Last synced at: 3 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0
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"
Language: Python - Size: 711 KB - Last synced at: 9 days ago - Pushed at: 5 months ago - Stars: 13 - 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: 86.9 KB - Last synced at: 3 days ago - Pushed at: 5 months ago - Stars: 10 - Forks: 2
tml-epfl/icl-alignment
Is In-Context Learning Sufficient for Instruction Following in LLMs? [ICLR 2025]
Language: Python - Size: 291 KB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 27 - Forks: 3
corl-team/rebased
Official implementation of the paper "Linear Transformers with Learnable Kernel Functions are Better In-Context Models"
Language: Python - Size: 2.38 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 159 - Forks: 3
WHU-ZQH/ChatGPT-vs.-BERT
🎁[ChatGPT4NLU] A Comparative Study on ChatGPT and Fine-tuned BERT
Language: Python - Size: 4.31 MB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 194 - Forks: 9
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: 14.8 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 4 - Forks: 1
terarachang/DataICL
Data Valuation on In-Context Examples (ACL23)
Language: Python - Size: 2.57 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 23 - Forks: 4
kreasof-ai/infinite-benchmark-glitch
We Found an Infinite Benchmark Glitch: Dynamic N-Dimensional Grid Regression (DNDGR) Benchmark
Size: 9.77 KB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 1 - Forks: 0
JingeW/CVD-Dermoscopic-Image-ICL-GPT4
CVD Simulated Image Classification with GPT4
Language: Python - Size: 1.28 MB - Last synced at: 2 months ago - Pushed at: 6 months ago - Stars: 2 - Forks: 0
JingeW/Dermoscopic-Image-ICL-GPT4
Dermoscopic Image In-Context Learning (ICL) with GPT4v
Language: Python - Size: 2.88 MB - Last synced at: 5 days ago - Pushed at: 10 months ago - Stars: 4 - Forks: 1
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 at: 2 months ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1
quqxui/Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
Size: 1.47 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 754 - Forks: 42
amazon-science/adaptive-in-context-learning
AdaICL: Which Examples to Annotate of In-Context Learning? Towards Effective and Efficient Selection
Language: Python - Size: 346 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 2
Shivanshu-Gupta/in-context-learning
Easy in-context learning experiemnts with variety of datasets, LLMs, and example selectors.
Language: Python - Size: 109 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 3
mukhal/icl-ensembling
[Me-FoMo ICLR 2023 - Oral] Exploring Demonstration Ensembling for In-context Learning
Language: Python - Size: 248 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 4 - Forks: 0
Ki-Seki/autotab
Automatically fill in missing values in tabular data using in-context learning techniques.
Language: Python - Size: 351 KB - Last synced at: about 1 month ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0
Alienmaster/MasterThesis
Master Thesis: Enhancing Sentiment Analysis: Model Comparison, Domain Adaptation, and Lexicon Evolution in German Data
Language: Python - Size: 42 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0
Jeasco/SeFM
Separating Anything from Image in Context
Language: Python - Size: 1.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 10 - Forks: 0
corl-team/headless-ad
Official Implementation for "In-Context Reinforcement Learning for Variable Action Spaces"
Language: Python - Size: 146 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 0
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 at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0
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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0
prince-css/semrep
Factuality check of the SemRep Predications
Language: Jupyter Notebook - Size: 4.2 MB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 0 - 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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0
AndrewZhou924/Awesome-Graph-Prompting
A curated list of resources for graph prompting methods
Size: 12.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year 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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0
