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The Top 23 Python Slot Filling Open Source Projects

Open source projects categorized as Python Slot Filling
Categories > Slot Filling
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34most recent commit a year agopypi snips-nlu} Downloads
Parrot_paraphraser ⭐ 829
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.
most recent commit 3 months ago
Rasa_chatbot_cn ⭐ 677
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)
most recent commit 3 years ago
Jointbert ⭐ 578
Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"
most recent commit 3 months ago
Rhino ⭐ 576
On-device Speech-to-Intent engine powered by deep learning
dependent packages 4total releases 28most recent commit 3 months agonpm @picovoice/rhino-node} Downloads
Densephrases ⭐ 459
ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too
most recent commit 2 years ago
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
Slotgated Slu ⭐ 196
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
most recent commit 5 years ago
Jointslu ⭐ 176
most recent commit 4 years ago
Slot_filling_intent_joint_model ⭐ 161
attention based joint model for intent detection and slot filling
most recent commit 6 years ago
Cosine ⭐ 155
This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach' (In Proc. of NAACL-HLT 2021).
most recent commit 2 years ago
Pytorch Seq2seq Intent Parsing ⭐ 154
Intent parsing and slot filling in PyTorch with seq2seq + attention
most recent commit 7 years ago
Atis.keras ⭐ 99
Spoken Language Understanding(SLU)/Slot Filling in Keras
most recent commit 6 years 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
Fuzi Nlu ⭐ 81
🤖️ 聊天机器人——夫子的「自然语言理解」模块
most recent commit 2 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
Sf Id Network For Nlu ⭐ 55
This is the source implementation of ACL2019 accepted paper: A Novel Bi-directional Interrelated Model for Joint Intent Detection and Slot Filling(https://www.aclweb.org/anthology/P19-1544)
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
Coach ⭐ 42
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)
most recent commit 3 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
Joint Nlu ⭐ 36
Joint Slot Filling and Intent Prediction Use Attention and Slot Gate. NER, Intent classification
most recent commit 5 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
The 2 Most Depended On Python Slot Filling Open Source Projects
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34latest release January 15, 2020most recent commit a year agopypi snips-nlu} Downloads
Rhino ⭐ 576
On-device Speech-to-Intent engine powered by deep learning
dependent packages 4total releases 28latest release November 16, 2023most recent commit 3 months agonpm @picovoice/rhino-node} Downloads
The 4 Latest Releases In Python Slot Filling Open Source Projects
Rhino ⭐ 576
On-device Speech-to-Intent engine powered by deep learning
dependent packages 4total releases 28latest release November 16, 2023most recent commit 3 months agonpm @picovoice/rhino-node} Downloads
Slotminer ⭐ 16
Tool for slot extraction from text
total releases 3latest release May 22, 2022most recent commit a year ago
Bert Slot Tokenizer ⭐ 23
这是一个slot filling任务的预处理工具
total releases 5latest release November 17, 2021most recent commit a year ago
Snips Nlu ⭐ 3,796
Snips Python library to extract meaning from text
dependent packages 5total releases 34latest release January 15, 2020most recent commit a year agopypi snips-nlu} Downloads
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