Popular GitHub Repositories for Slot Filling

Snips Python library to extract meaning from text

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)

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

[ACL 2021] Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

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

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

[EMNLP 2020] OpenUE: An Open Toolkit of Universal Extraction from Text

Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

attention based joint model for intent detection and slot filling

基于pytorch的中文意图识别和槽位填充

?? 聊天机器人——夫子的「自然语言理解」模块

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

Functional Meaning Representation and Semantic Parsing Framework

采用nlp-architect实现rasa-nlu中文意图提取和槽填充

Chatbot slot filling based on LLM + langchian｜多轮对话槽值填充。

Complete code for the proposed CNN-Transformer model for natural language understanding.

这是一个slot filling任务的预处理工具

GERNERMED++ is a transfer-learning-based open neural NER model for medical entities designed for German data.

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

Weather-Flight-Bot, a combined model of semantics slot-filling and intent detection powered by neural network (LSTM and CNN layers).