本项目由三个模块构成。意图识别：判断用户的意图是业务型还是闲聊型；模型检索：该部分构建一个语料库，当用户 发起新的query（通过意图识别判断为业务型对话）时，为用户匹配query检索的最佳response，使用HSWN进行召回（粗排）， 然后构建句子的相似度，并利用LightGBM来训练一个Learning2Rank模型实现精排；生成模型：使用BERT模型来实现闲聊对话的 生成。
☆12Feb 18, 2021Updated 5 years ago
Alternatives and similar repositories for Dialogue
Users that are interested in Dialogue are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 多轮中文聊天机器人，采用GPT2进行微调，清洗聊天数据110w+，采用语义相似度和文本jaccard相似度过滤回话。☆22Nov 13, 2021Updated 4 years ago
- ☆10Jan 7, 2020Updated 6 years ago
- 基于Bert的智能问答系统！☆30Feb 25, 2020Updated 6 years ago
- 基于实体首尾指针SPAN的序列标注框架☆28Mar 14, 2022Updated 4 years ago
- Python+Requests+PyTest+Excel+Allure接口自动化测试实战☆14Mar 16, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 检索式问答系统☆12Jun 2, 2020Updated 6 years ago
- 大模型API企业网关，公司内部API管理，分发聚和系统，支持将多种大模型转换成统一的OpenAI兼容接口，尤其对国内开源模型deepseek,qwen，kimi，glm提供特别支持 可供个人或者企业内部大模型API统一管理和渠道分发使用(key管理与二次分发)，长期更新，支…☆42Sep 12, 2025Updated 9 months ago
- 一个基于 模型上下文协议/MCP 构建的智能医学文献分析工具。它旨在帮助科研人员、医学从业者和学生快速检索 PubMed 数据库，并利用大型语言模型 (LLM) 的能力对文献摘要进行智能分析和总结☆10Jun 17, 2026Updated 2 weeks ago
- Resources for our IJCAI 2020 paper, TopicKA: Generating Commonsense Knowledge-Aware Dialogue Responses Towards the Recommended Topic Fact☆12Nov 30, 2020Updated 5 years ago
- ☆24Oct 27, 2021Updated 4 years ago
- ☆10Sep 17, 2016Updated 9 years ago
- ☆39Feb 16, 2017Updated 9 years ago
- Machine learning model library implementing Nix ideas for configuration management☆11Sep 12, 2020Updated 5 years ago
- 基于电商导购机器人，自然语言理解（NLU），文本纠错，歧义词消歧☆12May 5, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 使用sentence-transformers（SBert）训练自己的文本相似度数据集并进行评估。☆49Sep 22, 2021Updated 4 years ago
- Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding☆15Feb 20, 2018Updated 8 years ago
- 【自然语言处理】微博开放域事件抽取系统，又名“微博日历系统”。可以自动抓取新浪微博，提取命名实体和事件元素，对事件排序☆10Dec 9, 2022Updated 3 years ago
- a QA bot on contents of given docs 用所给文档进行问答的聊天机器人☆12Apr 20, 2023Updated 3 years ago
- Prompting For Named Entity Recognition☆19Sep 6, 2023Updated 2 years ago
- bert语言模型校验句子的通顺性☆15Aug 17, 2020Updated 5 years ago
- EMNLP 2021: A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding☆10Apr 8, 2022Updated 4 years ago
- Adversarial Attack文本匹配比赛☆42Nov 21, 2019Updated 6 years ago
- This is the Github repository containing the code for the Context-Aware Sequential Recommendation project for the Information Retrieval 2…☆11Mar 24, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆11Mar 22, 2020Updated 6 years ago
- Typhoon Prediction☆13Jan 10, 2020Updated 6 years ago
- Recommendation Alogrithms code by pytorch☆14Mar 7, 2019Updated 7 years ago
- AI写作小工具方案：让2个智能体合作写出真正可用的图文并茂的帖子（微信公众号，小红书，博客）。1，写作智能体，2，知识库智能体。☆25Jun 8, 2025Updated last year
- 面向数据安全治理的数据内容智能发现与分级分类 A榜rank7 B榜rank10☆35Feb 28, 2021Updated 5 years ago
- Speech Emotion Recognition using transfer learning with wav2vec on IEMOCAP.☆17Aug 8, 2021Updated 4 years ago
- share data， prompt data , pretraining data☆36Nov 30, 2023Updated 2 years ago
- A simple Rasa UI☆14Jul 13, 2020Updated 5 years ago
- Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics☆20Feb 3, 2020Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆17Sep 10, 2021Updated 4 years ago
- 基于火力发电厂知识问答库的检索式问答系统/问答系统/对话系统☆56May 17, 2020Updated 6 years ago
- 基于BERT的预训练语言模型实现，分为两步：预训练和微调。目前已包括BERT、Roberta、ALbert三个模型，且皆可支持Whole Word Mask模式。☆17Feb 1, 2020Updated 6 years ago
- A multi-task learning approach for conditioned response generation (NAACL 2021)☆12Nov 18, 2022Updated 3 years ago
- OpenHIS医院系统（信创版）集十大核心模块于一体，涵盖目录管理、基础数据配置、个性化设置、门诊/住院全流程管理、药房药库智能管控、精细化耗材管理、财务核算体系、医保合规对接及多维报表分析等功能模块，共计372项标准化功能。☆20Feb 5, 2026Updated 5 months ago
- [npj Digital Medicine] An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing for Information Extraction☆13May 1, 2024Updated 2 years ago
- SimCSE的tensorflow版本实现，以及基础实验对比☆13Jul 22, 2021Updated 4 years ago