Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Rhasspy voice assistant for offline home automation

TEXTOIR is the first opensource toolkit for text open intent recognition. (ACL 2021)

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

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.

Open source intent recognition framework powered by LLMs.

DropSuit - NLP & data manipulation library for JS & Node.js. Offers diverse functions for text analysis, language understanding & more. Open-source under Apache License 2.0.

Constructing a dialogue chat bot, which will be able to: answer programming-related questions (using StackOverflow dataset); chit-chat and simulate dialogue on all non programming-related questions.

Interactive NLP-based AI system designed to manage cinema bookings and provide a seamless user experience.

Constructing a corpus of ancient Chinese pediatric medicine literature, using algorithms such as BERT, lattice LSTM, and Siamese for tasks such as named entity recognition, intent recognition, entity similarity calculation, and entity linking, to develop a TCM-QA.

The capability of an AI model (here, ChatGPT in particular) was tested in the sphere of customer service by availing data from real customers who had recently had experiences dealing with the chatbots or any other language model of an established institute or company.

Athena is an Personal Assistant android app build using Api.ai for Intent recognition and 3rd party apis for different services.

English Intention Annotation Data

A voice-operated emailing mobile application that allows you to compose and send email messages through voice commands.

Simple voice assistant made for use in Russian

47811-Sentences-Intention-Annotation-Data-in-Interactive-Scenes

Pre-configured project to get started with Intento quickly.

Practical from my Social Signal Processing class

Project for my Conversational Agents course at UNITN.

Bachelor thesis regarding in-domain intent recognition and out-of-domain detection.