基于pytorch的中文意图识别和 槽位填充
☆212Aug 5, 2025Updated 7 months ago
Alternatives and similar repositories for pytorch_bert_intent_classification_and_slot_filling
Users that are interested in pytorch_bert_intent_classification_and_slot_filling are comparing it to the libraries listed below
Sorting:
- BERT-based intent and slots detector for chatbots.☆237Feb 21, 2025Updated last year
- pytorch+bert实现的意图识别与槽位填充☆11May 30, 2023Updated 2 years ago
- 对深度学习中的NLP进行解释和代码使用☆62Jan 5, 2024Updated 2 years ago
- 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☆27May 11, 2024Updated last year
- 基于意图识别和命名实体识别的多轮对话场景设计☆39May 16, 2019Updated 6 years ago
- 使用bert做领域分类、意图识别和槽位填充任务☆79Jun 11, 2020Updated 5 years ago
- Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"☆47Sep 5, 2023Updated 2 years ago
- Advanced Multi-Turn QA System with LLM and Intent Recognition. 基于LLM大语言模型意图识别、参数抽取结合slot词槽技术实现多轮问答、NL2API. 打造Function Call多轮问答最佳实践☆687Jul 17, 2025Updated 7 months ago
- intent detection and slot filling 意图识别与槽填充联合模型☆44Sep 11, 2022Updated 3 years ago
- Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"☆735Jan 11, 2024Updated 2 years ago
- 医药知识图谱自动问答系统实现，包括构建知识图谱、基于知识图谱的流水线问答以及前端实现。实体识别（基于词典+BERT_CRF）、实体链接（Sentence-BERT做匹配）、意图识别（基于提问词+领域词词典）。☆340Mar 9, 2022Updated 4 years ago
- 基于LLM的多轮问答系统。结合了意图识别和词槽填充技术☆23Jul 30, 2025Updated 7 months ago
- 使用Pytorch框架对NLP方向上的文本分类、实体识别、三元组抽取做代码实战☆205May 4, 2024Updated last year
- 文本转拼音、提取英文字段、提取数字、提取中文字符、英文转中文、字符型的数字转中文的数字表示、拼音转文本、文本纠错、基于bert转词向量、基于bert转句向量、繁体字转简体、中文数字转阿拉伯数字☆21Jul 1, 2020Updated 5 years ago
- ☆10Feb 17, 2019Updated 7 years ago
- 这里将paddle中的ocr等模型转为onnx格式，并利用java版深度框架djl加载这些onnx模型进行推理预测尝试。☆13Nov 15, 2022Updated 3 years ago
- A Challenge on Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG), Co-located with SLT2024 FutureDial-RAG Challenge☆11Aug 10, 2024Updated last year
- Character Embedding + ESIM + Focal Loss for Chinese Answer Sentence Selection☆10Jan 4, 2020Updated 6 years ago
- 实体关系联合抽取模型/ My project on joint exraction of entities and relations☆21Mar 21, 2022Updated 3 years ago
- 构建一个 医疗领域知识图谱和一个基于Flask的简易网页聊天机器人，通过ner获取用户问题的实体并在知识图谱内提取答案。☆12Apr 25, 2023Updated 2 years ago
- 毕业设计（医疗问答系统）☆27Mar 28, 2022Updated 3 years ago
- This procedure USES the model LSTM to train the data and predict the accusations☆10Jan 24, 2019Updated 7 years ago
- 100行解决中文模糊实体识别with字典树和编辑距离 Chinese fuzzy entity matching with prefix tree and distance editing☆11Sep 25, 2023Updated 2 years ago
- ALPHA: AnomaLous Physiological Health Assessment Using Large Language Models (AI Health Summit 23)☆19Feb 25, 2025Updated last year
- 一款数据标注工具（仿照百度在线标注平台）☆13Jul 5, 2021Updated 4 years ago
- 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）☆12May 17, 2020Updated 5 years ago
- 四川方言语音数据集☆19May 9, 2023Updated 2 years ago
- 基于知识图谱的智能问答系统，包含意图识别与类知识库送入LLM方法☆56Jan 25, 2024Updated 2 years ago
- 基于pytorch的bert_bilstm_crf中文命名实体识别☆592May 15, 2023Updated 2 years ago
- 音乐类语料的意图识别填槽以及槽值纠错模型☆18Mar 24, 2023Updated 2 years ago
- ☆16Updated this week
- 基于TextCNN，测试三种对抗训练模型（FGSM，PGD，FREE）在text classification上的表现☆14Mar 5, 2022Updated 4 years ago
- 基于pytorch+bilstm_crf的中文命名实体识别☆14Sep 13, 2022Updated 3 years ago
- 基于Pytorch+BERT+CRF的NLP序列标注模型，目前包括分词，词性标注，命名实体识别等☆62Dec 8, 2022Updated 3 years ago
- 无线根因分析结合现网历史告警和故障定位工单数据，通过机器学习手段建立故障根因分析模型，快速定位故障原因，大幅提升网络运维效率。☆16Aug 23, 2019Updated 6 years ago
- 使用Bert-BiLstm-CRF做中文命名实体识别，使用的数据集来自https://aistudio.baidu.com/aistudio/competition/detail/802/0/datasets☆18Mar 1, 2024Updated 2 years ago
- ☆14Nov 12, 2021Updated 4 years ago
- kbqa task-oriented qa seq2seq ir neo4j jena seq2seq tf chatbot chat☆33Jan 3, 2019Updated 7 years ago
- 基于知识图谱的问答系统☆138Mar 11, 2020Updated 5 years ago