Stars
a repository for the evolutionary web service composition project with memetic algorithm
Ant Colony Optimization, Dynamic Programming and Integer Programming applied to dynamic Web services composition. Part of my Graduation Project.
In this project, Genetic Algorithm is used to realize a simplied QoS-oriented Web Service Discovery and Composition engine.
APIN_2021_Intention Model based Multi-round Dialogue Strategies for Conversational AI Bots
校园社区论坛毕设项目，基于SpringBoot和Vue.js框架，类似牛客网讨论区。技术栈：Spring Boot、Spring MVC、MyBatis、Redis、Quartz、WebSocket
Interspeech 2021: Context-Aware Hierarchical BERT Fushion Network for multiple dialog act detection
Chatbot with bert chinese model, base on rasa framework（中文聊天机器人，结合bert意图分析，基于rasa框架）
利用K-BERT改造convlab2的nlu模块，让模型训练和推理融入知识，效果能提升
基于pytorch的中文意图识别和槽位填充
实现了一个意图检测的Baseline，并在 SMP2019 训练集上进行了简单的测试。模型还有许多地方需要调优，一些数据处理流程也不够规范，会在后续进行更新。
一个使用tensorflow2.3开发的基于Bert的意图识别的自然语言理解任务Demo
A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
The source code of the paper "A Generative Model for Joint Natural Language Understanding and Generation" published at ACL 2020.
Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Conversational AI with RASA, published by Packt