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主要记录大语言大模型（LLMs） 算法（应用）工程师相关的知识及面试题

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）

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

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天池中药说明书实体识别挑战冠军方案；中文命名实体识别；NER; BERT-CRF & BERT-SPAN & BERT-MRC；Pytorch

Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.

Rotary Transformer

LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition

Bayesian Deep Active Learning for Named entity recognition (NER)

Implementation of active learning based on BiLSTM-CRF

Deep Active Learning

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

A Structured Self-attentive Sentence Embedding

Code for "Exploration on Generating Traditional Chinese Medicine Prescriptions from Symptoms with an End-to-End Approach"

天池大赛疫情文本挑战赛线上第三名方案分享

Data augmentation for NLP, presented at EMNLP 2019

计算机类常用电子书整理，并且附带下载链接，包括Java，Python，Linux，Go，C，C++，数据结构与算法，人工智能，计算机基础，面试，设计模式，数据库，前端等书籍

✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% | LeetCode 题解

Flow-based visual scripting for Python

《统计学习方法》的代码实现

Python tutorials in both Jupyter Notebook and youtube format.

ccks baidu entity link 实体链接 第一名

TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)

Code and datasets for the paper "Humor Detection: A Transformer Gets the Last Laugh"

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."