Loki: Open-source solution designed to automate the process of verifying factuality

Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"

Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"

Transformer related optimization, including BERT, GPT

A collection of localized (Korean) AWS AI/ML workshop materials for hands-on labs.

A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour

We introduce new zero-shot prompting magic words that improves the reasoning ability of language models: panel discussion!

Using Tree-of-Thought Prompting to boost ChatGPT's reasoning

This is a workshop designed for Amazon Bedrock a foundational model service.

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

The ChatGPT Retrieval Plugin lets you easily find personal or work documents by asking questions in natural language.

[ACL 2021] LM-BFF: Better Few-shot Fine-tuning of Language Models https://arxiv.org/abs/2012.15723

Must-read papers on prompt-based tuning for pre-trained language models.

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

Korean BART

Models to perform neural summarization (extractive and abstractive) using machine learning transformers and a tool to convert abstractive summarization datasets to the extractive task.

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

개인적으로 수집한 한국어 NLP용 말뭉치 모음

Pretrained ELECTRA Model for Korean

Repository for the code associated with the paper: Unsupervised Extractive Summarization using Mutual Information

Unsupervised Extractive Summarization based on Position-Augmented Centrality

Financial Sentiment Analysis with BERT

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.