Minimal, clean, code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

闻达：一个LLM调用平台。为小模型外挂知识库查找和设计自动执行动作，实现不亚于于大模型的生成能力

参考bert4keras的pytorch实现

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版，算法实现。

Attacks Which Do Not Kill Training Make Adversarial Learning Stronger (ICML2020 Paper)

Source code of the paper "Do Syntax Trees Help Pre-trained Transformers Extract Information?"

Semantic search using Transformers and others

A PyTorch-based knowledge distillation toolkit for natural language processing

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

Time-NLP的python3版本 中文时间表达词转换

This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currently, the template code has included conll-2003 named entity id…

📈 如何用深度强化学习自动炒股

本项目是利用深度学习技术来构建知识图谱方向上的一次尝试，作为开放领域的关系抽取，算是笔者的一次创新，目前在这方面的文章和项目都很少。

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

The Shmoop Corpus

行业内关于智能客服、聊天机器人的应用和架构、算法分享和介绍

Data augmentation for NLP

Fast, general, and tested differentiable structured prediction in PyTorch

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

Python programs to practice or demonstrate skills.

On the Variance of the Adaptive Learning Rate and Beyond

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

Code for KGLM paper

A framework to learn cross-lingual word embedding mappings