Rishabbh-Sahu / intent_and_slot_classification
One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help classify both together using Joint Model (multitask model). BERT_SMALL is used which can be changed to any other BERT variant.
☆15Updated 2 years ago
Alternatives and similar repositories for intent_and_slot_classification:
Users that are interested in intent_and_slot_classification are comparing it to the libraries listed below
- ☆7Updated 2 years ago
- Transferability of cross-lingual and cross-age speech emotion recognition☆18Updated last year
- Modified version of T5-DST for Dialogue State Tracking.☆18Updated 3 years ago
- 音乐类语料的意图识别填槽以及槽值 纠错模型☆16Updated 2 years ago
- Codebase for the paper "Schema-guided User Satisfaction Modeling for Task-oriented Dialogues"☆11Updated last week
- A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck☆10Updated 2 years ago
- 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Lig…☆11Updated 4 years ago
- 一个关于血色衣冠的对话机器人, 基于 Rasa, 可语音与机器人对话☆26Updated 2 years ago
- OpenLLMDE: An open source data engineering framework for LLMs☆17Updated last year
- 中文关键词提取☆12Updated last year
- rasa_chinese 的服务 package☆18Updated 3 years ago
- KuaiSearch PERKS☆11Updated 3 years ago
- 带拼音、字形特征的文本纠错模型☆11Updated 2 years ago
- solve text generation tasks by the language model GPT2, including papers, code, demo demos, and hands-on tutorials. 使用语言模型GPT2来解决文本生成任务的…☆26Updated 5 years ago
- 将百度DeepSpeech的keras后端由theano改为tensorflow,整合mozilla解码模块进行中文语音识别模型部署☆10Updated 5 years ago
- A repository for Chinese text normalization.☆14Updated 3 years ago
- Using TensorRT and Triton Server to build BERT model as a service☆13Updated 3 years ago
- Bi-Directional Attention Flow for Machine Comprehensions☆9Updated 7 years ago
- ☆11Updated 2 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☆12Updated 4 years ago
- 基于方差权重因子选词的SIF句向量模型-实验源码☆11Updated 5 years ago
- 用于生成文本纠错模型(如Gector)需要的大量数据。☆13Updated 2 years ago
- 拼音转汉字, convert pinyin to 汉字 using deep networks☆22Updated 4 years ago
- Minimal zero-shot intent classifier for arbitrary intent slot filling, via LLM prompting w LangChain.☆33Updated 2 years ago
- A Pytorch based LSTM Punctuation Restoration Implementation/A Simple Tutorial for Leaning Pytorch and NLP☆24Updated 4 years ago
- Implementation of the DocLLM paper for Llama models.☆13Updated 2 weeks ago
- benchmark of KgCLUE, with different models and methods☆27Updated 3 years ago
- ☆12Updated 2 years ago
- MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)☆27Updated 9 months ago
- GLM (General Language Model)☆24Updated 3 years ago