Extracting intents and entities using rasa-nlu and training on a custom set of utterances
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Sep 11, 2018 - JavaScript
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intent-classification
Here are 213 public repositories matching this topic...
An Open-Source Package for Universal Extraction (UE)
information-extraction named-entity-recognition slot-filling sentiment-classification relation-extraction intent-classification opinion-target-extraction
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May 22, 2023 - Python
Detection of email intent as "yes" or "no".
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Jul 17, 2019 - HTML
Machine Learning Behind AI Smart Assistant in Smart Home
natural-language-processing text-to-speech smart-home named-entity-recognition speech-recognition home-assistant natural-language-understanding intent-classification
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Dec 31, 2023 - Jupyter Notebook
Find outlier/anomaly for multi-class intents using Snips NLU
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Oct 2, 2020 - Python
Intent classification is the automatic categorization of text data based on customer goals. It is known to be a complex problem in NLP. Sequence Labelling aims to classify each token (word) in a class space C. This project addresses these two problem statements by covering the basic concepts of NLP to advanced ones. For instance, linguistics ana…
nlp machine-learning deep-learning word-embeddings transformers n-grams bag-of-words transfer-learning tfidf bert count-vectorizer intent-classification sequence-labelling bio-tagging
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Jul 17, 2022 - HTML
Dialog agent for handling task oriented chat
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May 7, 2019 - Python
An intent recognition library.
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Oct 5, 2018 - Java
Final project for class Data Science Lab: process and methods; Politecnico di Torino (2022/2023); 1st year of Master's Degree in Data Science and Engineering coursework.
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Dec 10, 2024 - Jupyter Notebook
Implementation of 3 different models for joint intent classification and slot filling including two RNN-based model and a BERT-based one
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Dec 29, 2022 - Python
AI-powered speech-to-text and text-to-speech platform with intelligent analysis using Deepgram. Features sentiment analysis, topic detection, intent recognition, and multiple voice personas.
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Oct 15, 2025 - Python
BERT for joint intent classification and slot filling
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Sep 25, 2019 - Python
A multilingual intent classficiation service
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Oct 22, 2023 - Jupyter Notebook
对话机器人，闲聊机器人，chatbot，faqbot，taskbot，FAQ，任务型，问答型，事实型，知识图谱，对话，机器人
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Dec 2, 2022 - Python
AI Chatbot with Intent Classification A modern chatbot app powered by TensorFlow.js for client-side intent recognition. Designed for fast, lightweight performance, featuring dark mode support, animated SVG robot logo, and a responsive chat interface with typing indicators all running entirely in the browser with no server-side dependencies.
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Jun 2, 2025 - JavaScript
A library for Transformers-based Vietnamese Natural Language Understanding (NLU).
nlp nlu transformer ner sota intent-classification nature-language-process nature-language-understanding transformers-nlu
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Apr 29, 2022 - Python
Python scripts to extract Slack messages, and classify their intent using OpenAI's GPT-4 API
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Apr 28, 2024 - Python
This project uses a Bidirectional LSTM model to classify flight-related queries into 8 intents. Trained on the ATIS dataset, it achieved 97% test accuracy and is ideal for travel-related chatbots.
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Jan 13, 2025 - Jupyter Notebook
A machine learning system for classifying customer intents in Vietnamese conversations, designed for e-commerce customer service applications.
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Sep 11, 2025 - Jupyter Notebook
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