intent-detection

There are 80 repositories under intent-detection topic.

  • deeppavlov/DeepPavlov

    An open source library for deep learning end-to-end dialog systems and chatbots.

    Language:Python6.9k2086431.2k

  • charlesXu86/Chatbot_CN

    基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

    1.3k4311431

  • HadoopIt/rnn-nlu

    A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

    Language:Python4893820169

  • sz128/slot_filling_and_intent_detection_of_SLU

    slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet

    Language:Python399169103

  • brightmart/slot_filling_intent_joint_model

    attention based joint model for intent detection and slot filling

    Language:Python17819466

  • taishan1994/pytorch_bert_intent_classification_and_slot_filling

    基于pytorch的中文意图识别和槽位填充

    Language:Python16821126

  • jianguoz/Few-Shot-Intent-Detection

    Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.

    Language:Python1514626

  • LeePleased/StackPropagation-SLU

    Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".

    Language:Python1476839

  • ChatFAQ/ChatFAQ

    Open-source ecosystem for building AI-powered conversational solutions using RAG, agents, FSMs, and LLMs.

    Language:Python14261116

  • czhang99/Capsule-NLU

    Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471

    Language:Python1394526

  • VinAIResearch/JointIDSF

    BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

    Language:Python877834

  • LooperXX/AGIF

    Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling"

    Language:Python8631030

  • thuiar/Adaptive-Decision-Boundary

    Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)

    Language:Python772512

  • anuragmishra1/alter-nlu

    Natural language understanding library for chatbots with intent recognition and entity extraction.

    Language:Python586113

  • thuiar/MIntRec2.0

    MIntRec2.0 is the first large-scale dataset for multimodal intent recognition and out-of-scope detection in multi-party conversations (ICLR 2024)

    Language:Python58255

  • GT4SD/zero-shot-bert-adapters

    Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.

    Language:Python4261010

  • LooperXX/ProSLU

    Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"

    Language:Python35214

  • tedhuang96/mifwlstm

    [RA-L20] Long-Term Pedestrian Trajectory Prediction Using Mutable Intention Filter and Warp LSTM

    Language:Python32101

  • joydeb28/NLP-Notebooks

    Natural Language Processing

    Language:Jupyter Notebook283211

  • VinAIResearch/MISCA

    MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)

    Language:Python27383

  • rafiepour/CTran

    Complete code for the proposed CNN-Transformer model for natural language understanding.

    Language:Jupyter Notebook25152

  • SCU-JJkinging/CCIR-Cup

    2021 CCF BDCI 全国信息检索挑战杯（CCIR-Cup）智能人机交互自然语言理解赛道第二名参赛解决方案

    Language:Python25403

  • deeppavlov/AutoIntent

    An open source tool for automatic configuration of a text classification pipeline for intent prediction

    Language:Python223204

  • xatkit-bot-platform/xatkit-nlu-server

    A flexible and pragmatic chatbot intent classifier for chatbots

    Language:Python154210

  • MLArtist/intent-detection-using-XLM-Roberta

    This repository is a comprehensive project that leverages the XLM-Roberta model for intent detection. This repository is a valuable resource for developers looking to build and fine-tune intent detection models based on state-of-the-art techniques.

    Language:Jupyter Notebook14111

  • jiangnanboy/intent_classification

    深度网络实现意图分类。

    Language:Jupyter Notebook13106

  • xuejianhuang/EMRFM

    An effective multimodal representation and fusion method for multimodal intent recognition

    Language:Python13102

  • umair13adil/background_stt

    A flutter plugin to run always-on speech to text service in the background.

    Language:Kotlin1101410

  • ivankunyankin/intent_suggestions

    https://pypi.org/project/intent-suggestions/

    Language:Python9101

  • sahutkarsh/faq-chat-bot

    A chat bot designed to answer FAQs of a specific subject using Rasa-NLU.

    Language:Jupyter Notebook9008

  • vgtomahawk/LR_GC_OOD

    [Under Progress] Code & Data for the AAAI 2020 Paper "Likelihood Ratios and Generative Classifiers For Unsupervised OOD Detection In Task-Based Dialog" - Varun Gangal, Abhinav Arora, Arash Einolghozati, Sonal Gupta

    Language:Python9421

  • arpan-mondal/AI-Code-Converter

    Creating an AI code translator, converter, or code generator that can translate natural language into programming code is a complex and ambitious project. Such a tool would require a combination of natural language processing (NLP) and code generation techniques.

    Language:TypeScript8101

  • bsantraigi/2023-IndoML-Datathon-Tutorial

    Intent Detection: From Sesame Street to LLMs #IndoML 2023 #Datathon #Tutorial

    Language:Jupyter Notebook8108

  • VinAIResearch/JPIS

    JPIS: A Joint Model for Profile-Based Intent Detection and Slot Filling with Slot-to-Intent Attention (ICASSP 2024)

    Language:Python8201

  • BESSER-PEARL/databot

    This platform is used to create bots whose job is to answer questions about a specific data source. It allows the automatic generation of a chat/voice bot swarm to attend all the data sources in an Open Data Portal.

    Language:Python7103

  • hutomadotAI/web-api

    An end-to-end API wrapper to manage chatbots.

    Language:Java7200