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Search results for python slot filling

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Snips Nlu ⭐ 3,796

Snips Python library to extract meaning from text

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.

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)

Jointbert ⭐ 578

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

On-device Speech-to-Intent engine powered by deep learning

Densephrases ⭐ 459

ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too

Rnn Nlu ⭐ 454

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

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

Slotgated Slu ⭐ 196

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

Jointslu ⭐ 176

Slot_filling_intent_joint_model ⭐ 161

attention based joint model for intent detection and slot filling

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).

Pytorch Seq2seq Intent Parsing ⭐ 154

Intent parsing and slot filling in PyTorch with seq2seq + attention

Atis.keras ⭐ 99

Spoken Language Understanding(SLU)/Slot Filling in Keras

Stackpropagation Slu ⭐ 84

Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".

Fuzi Nlu ⭐ 81

🤖️ 聊天机器人——夫子的「自然语言理解」模块

Capsule Nlu ⭐ 71

Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471

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)

Jointidsf ⭐ 53

BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)

Pytorch_bert_intent_classification_and_slot_filling ⭐ 41

基于pytorch的中文意图识别和槽位填充

Joint Nlu ⭐ 36

Joint Slot Filling and Intent Prediction Use Attention and Slot Gate. NER, Intent classification

Open source code for EMNLP 2020 Findings Paper "AGIF: An Adaptive Graph-Interactive Framework for Joint MultipleIntent Detection and Slot Filling"

Rasa Nlp Architect ⭐ 33

采用nlp-architect实现rasa-nlu中文意图提取和槽填充

Slot Filling ⭐ 32

Blog: https://www.cnblogs.com/llhthinker/p/8978029.html

Re2nn Seq ⭐ 24

Source code for the EMNLP2021 paper: "Neuraling Regular Expressions for Slot Filling"

Bert Slot Tokenizer ⭐ 23

这是一个slot filling任务的预处理工具

Slotminer ⭐ 16

Tool for slot extraction from text

Attention_based_rnn_for_intent_detetaction_and_slot_filling ⭐ 13

The tensorflow implementation of <Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling>

Slotrefine ⭐ 12

SlotRefine: A Fast Non-Autoregressive Model forJoint Intent Detection and Slot Filling

Slotfilling ⭐ 12

Using Tensorflow to train a slot-filling & intent joint model

Bi Model Intent And Slot ⭐ 10

Intent Detection and Slot Filling

MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)

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

Deep Multi Task Learning With Cross Connected Layer For Slot Filling ⭐ 8

中文电商电脑手机相机槽填充数据集

Intent_and_slot_classification ⭐ 8

One of the main NLU tasks is to understand the intents (sequence classification) and slots (entities within the sequence). This repo help classify both together using Joint Model (multitask model). BERT_SMALL is used which can be changed to any other BERT variant.

intent detection and slot filling

Microweatherbot_en ⭐ 6

基于 rasa 1.x 版本搭建的英文天气查询 demo | A simple & micro English Weatherbot based on rasa framework

Extract_covid_entity ⭐ 5

Codebase accompanying the paper "Leveraging Event Specific and Chunk Span features to Extract COVID Events from tweets" - WNUT @ EMNLP 2020

Naturallanguageunderstanding ⭐ 5

Language Understanding Deep Learning Models for the ATIS Dataset.

Task_oriented_dialog_agent ⭐ 5

Dialog agent for handling task oriented chat

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