Code repository related to various research and development experiments for the NLU component of a Romanian home assistant. Fork from the research group's repo.
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Updated
Jun 14, 2021 - Jupyter Notebook
Code repository related to various research and development experiments for the NLU component of a Romanian home assistant. Fork from the research group's repo.
An Open-Source Package for Universal Extraction (UE)
A voice chatbot built with React and FastAPI, leveraging LangChain & GPT.
Project for my Conversational Agents course at UNITN.
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
built an end-to-end system for basic (binary) intent recognition and slot filling in the context of a dialogue system to find the restaurants and hotels that appear in the dialogues.
NLU: Unsupervised Intent Inference
record my reading papers and reproduction code.
Created a Restaurant Recommendation ChatBot using multi-intent detection and slot filling based on BERT model
Intent detection and Slot filling
Semantic Parsing - Simple Virtual Assistant
A list of libraries that try to address the problem of transclusion in react
Implementation of 3 different models for joint intent classification and slot filling including two RNN-based model and a BERT-based one
Code for determining the command given by the user by performing sequential intent classification and slot-filling using the ATIS and SNIPS datasets with a neural network approach: LSTM and pre-trained BERT.
Software Tool for Semantic Machine Reading based on Conditional Random Fields
Collection of example projects of how to use the SemanticMachineReading ML-Framework
A Comparative Study on Joint Intent Detection and Slot Filling models based on MultiWOZ dataset
Natural Language Understanding(NLU) benchmark for closed domain chatbot and task-oriented artificial intelligence secretary system
🚑 Model for spoken language understanding of ambulance emergency calls in singapore by identifying and filling in the important slots from conversations. [Maintained privately on GitLab]
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