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The Top 18 Python Intent Detection Open Source Projects

Open source projects categorized as Python Intent Detection
Categories > Intent Detection
Rnn Nlu ⭐ 454
A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
most recent commit 6 years ago
Slot_filling_and_intent_detection_of_slu ⭐ 289
slot filling, intent detection, joint training, ATIS & SNIPS datasets, the Facebook’s multilingual dataset, MIT corpus, E-commerce Shopping Assistant (ECSA) dataset, CoNLL2003 NER, ELMo, BERT, XLNet
most recent commit 3 years ago
Slot_filling_intent_joint_model ⭐ 161
attention based joint model for intent detection and slot filling
most recent commit 6 years ago
Few Shot Intent Detection ⭐ 103
Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines and results.
most recent commit 9 months ago
Stackpropagation Slu ⭐ 84
Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".
most recent commit 3 years ago
Capsule Nlu ⭐ 71
Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
most recent commit 4 years ago
Jointidsf ⭐ 53
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
most recent commit 2 years ago
Chatfaq ⭐ 49
Elevate user interactions with ChatFAQ: your open-source chatbot solution, offering the full spectrum of ChatGPT capabilities. AI + LLM + CMS
most recent commit 3 months ago
Adaptive Decision Boundary ⭐ 43
Deep Open Intent Classification with Adaptive Decision Boundary (AAAI2021)
most recent commit 2 years ago
Pytorch_bert_intent_classification_and_slot_filling ⭐ 41
基于pytorch的中文意图识别和槽位填充
most recent commit a year ago
Alter Nlu ⭐ 37
Natural language understanding library for chatbots with intent recognition and entity extraction.
most recent commit 3 years ago
Agif ⭐ 35
Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint MultipleIntent Detection and Slot Filling"
most recent commit 2 years ago
Zero Shot Bert Adapters ⭐ 32
Implementation of Z-BERT-A: a zero-shot pipeline for unknown intent detection.
most recent commit 10 months ago
Xatkit Nlu Server ⭐ 15
A flexible and pragmatic chatbot intent classifier for chatbots
most recent commit 9 months ago
Misca ⭐ 10
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)
most recent commit 3 months ago
Ccir Cup ⭐ 8
2021 CCF BDCI 全国信息检索挑战杯（CCIR-Cup）智能人机交互自然语言理解赛道第二名参赛解决方案
most recent commit 2 years ago
Intent_suggestions ⭐ 8
https://pypi.org/project/intent-suggestions/
most recent commit 2 years ago
Mifwlstm ⭐ 6
Code for "Long-Term Pedestrian Trajectory Prediction Using Mutable Intention Filter and Warp LSTM", Huang et al., RA-L 2020
most recent commit 2 years ago
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