An open source library for deep learning end-to-end dialog systems and chatbots.
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Updated
May 31, 2024 - Python
An open source library for deep learning end-to-end dialog systems and chatbots.
Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"
On-device Speech-to-Intent engine powered by deep learning
基于pytorch的中文意图识别和槽位填充
A voice chatbot built with React and FastAPI, leveraging LangChain & GPT.
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.
In-game Toxic Language Detection: Shared Task and Attention Residuals
JPIS: A Joint Model for Profile-Based Intent Detection and Slot Filling with Slot-to-Intent Attention (ICASSP 2024)
Label slots in user queries
GERNERMED++ is a transfer-learning-based open neural NER model for medical entities designed for German data.
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.
Chatbot slot filling based on LLM + langchian|多轮对话槽值填充。
Created a Restaurant Recommendation ChatBot using multi-intent detection and slot filling based on BERT model
Intent detection and Slot filling joint learning on ATIS and SNIPS datasets using pre-trained models and built-from-scratch models
building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)
implementation of "BERT for Joint Intent Classification and Slot Filling" in Tensorflow
An Open-Source Package for Universal Extraction (UE)
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