多标签文本分类，多标签分类，文本分类, multi-label, classifier, text classification, BERT, seq2seq，attention, multi-label-classification

整理自然语言处理、推荐系统、搜索引擎等AI领域的入门笔记，论文学习笔记和面试资料（关于NLP那些你不知道的事、关于推荐系统那些你不知道的事、NLP百面百搭、推荐系统百面百搭、搜索引擎百面百搭）

本项目旨在分享大模型相关技术原理以及实战经验（大模型工程化、大模型应用落地）

Must-read Papers on Large Language Model (LLM) as Optimizers and Automatic Optimization for Prompting LLMs.

VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

[NIPS2023] Code and Model for VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset

Kolmogorov Arnold Networks

中文羊驼大模型三期项目 (Chinese Llama-3 LLMs) developed from Meta Llama 3

该仓库主要记录 大模型（LLMs） 算法工程师相关的面试题

该仓库主要记录 NLP 算法工程师相关的面试题

Pytorch version of BERT-whitening

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库；24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

LeetCode 101：力扣刷题指南

[ ECCV 2020 Spotlight ] Pytorch implementation for "Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed Datasets"

汇总各大互联网公司容易考察的高频leetcode题🔥

CCF-BDCI 小样本数据分类任务

SemEval2024-task8: Multidomain, Multimodel and Multilingual Machine-Generated Text Detection

快速入门RAG与私有化部署

阿里通义千问(Qwen-7B-Chat/Qwen-7B), 微调/LORA/推理

1st Solution For Conversational Multi-Doc QA Workshop & International Challenge @ WSDM'24 - Xiaohongshu.Inc

1st Place Solution for LLM - Detect AI Generated Text Kaggle Competition

EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!

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

Guideline following Large Language Model for Information Extraction

雅意信息抽取大模型：在百万级人工构造的高质量信息抽取数据上进行指令微调，由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)

Unified Structure Generation for Universal Information Extraction