Elevate user interactions with ChatFAQ: your open-source chatbot solution, offering the full spectrum of ChatGPT capabilities. AI + LLM + CMS
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Updated
Aug 23, 2024 - Python
Elevate user interactions with ChatFAQ: your open-source chatbot solution, offering the full spectrum of ChatGPT capabilities. AI + LLM + CMS
Effortlessly generate synthetic dialogue given a sequence of intents! SOLID: A Python library designed for generating intent-aware dialogues using large language models. Accepted at ACL 2024 NLP for Conversational AI workshop
An open source library for deep learning end-to-end dialog systems and chatbots.
28237-Intent-type-single-sentence-annotation-data
47811-Sentences-Intention-Annotation-Data-in-Interactive-Scenes
687694-Open-Domain-Intention-Annotation-Data
🌱 Simple and scalable intent recognition using LLMs
This is a small project focused on the Natural Language Understanding (NLU) of an AI smart system. This component can predict the intent and identify relevant entities or context from a given text prompt.
JPIS: A Joint Model for Profile-Based Intent Detection and Slot Filling with Slot-to-Intent Attention (ICASSP 2024)
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
基于pytorch的中文意图识别和槽位填充
MIntRec 2.0 is the first large-scale dataset for multimodal intent recognition and out-of-scope detection in multi-party conversations (ICLR 2024)
Multilingual sentiment analysis and intent classification in Romanian, Bachelors thesis
A comprehensive AI companion leveraging advanced semantic analysis, sentiment detection, and voice processing to provide personalized and context-aware interactions using Autogen, semantic-router, and VoiceProcessingToolkit.
Open source code and data for AAAI 2022 Oral Paper "Text is no more Enough! A Benchmark for Profile-based Spoken Language Understanding"
A voice chatbot built with React and FastAPI, leveraging LangChain & GPT.
Intent Classification
Natural Language Processing
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