yoyo-yun

LRDG

Domain Generalization by Learning and Removing Domain-specific Features, NeurIPS 2022

Linly-Talker

Digital Avatar Conversational System - Linly-Talker. 😄✨ Linly-Talker is an intelligent AI system that combines large language models (LLMs) with visual models to create a novel human-AI interaction method. 🤝🤖 It integrates various technologies like Whisper, Linly, Microsoft Speech Services, and SadTalker talking head generation system. 🌟🔬

transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

ecco

Explain, analyze, and visualize NLP language models. Ecco creates interactive visualizations directly in Jupyter notebooks explaining the behavior of Transformer-based language models (like GPT2, BERT, RoBERTA, T5, and T0).

adapters

A Unified Library for Parameter-Efficient and Modular Transfer Learning

SWEET

Separating Weights for Early-Exit Transformers

DREE

COBE

man

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

LLM-Finetuning

LLM Finetuning with peft

fry_course_materials

范仁义录播课资料，会依次推出各种完全免费的前端、后端、大数据、人工智能等课程，课程网站： https://fanrenyi.com ； b站课程地址： https://space.bilibili.com/45664489 ；

RoBERT_Recurrence_over_BERT

pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch implementation of other Hierarchical Methods (Mean Pooling and Max Pooling) and Truncation Methods (Head Only and Tail Only) presented in this paper https://arxiv.org/abs/1905.05583

HiPool

Hierarchical Models for long document encoding

Personalized-Sentiment-Analysis

Code for Findings of ACL 2023 paper "Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis"

lora

Using Low-rank adaptation to quickly fine-tune diffusion models.

unilm

Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

peft

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

deep-learning-pytorch-huggingface

LMaaS-Papers

Awesome papers on Language-Model-as-a-Service (LMaaS)

ttkbootstrap

A supercharged theme extension for tkinter that enables on-demand modern flat style themes inspired by Bootstrap.

UserAdapter

awesome-chatgpt-prompts

This repo includes ChatGPT prompt curation to use ChatGPT better.

Diffusion-Models-Papers-Survey-Taxonomy

Diffusion model papers, survey, and taxonomy

Pytorch-POS-Tagger

Part-of-Speech Tagger and custom implementations of LSTM, GRU and Vanilla RNN

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

CAGrad

Official PyTorch Implementation for Conflict-Averse Gradient Descent (CAGrad)

MMSA

MMSA is a unified framework for Multimodal Sentiment Analysis.

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

ECA-Reading-List

awesome

😎 Awesome lists about all kinds of interesting topics