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

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

语义理解/口语理解，项目包含有词法分析：中文分词、词性标注、命名实体识别；口语理解：领域分类、槽填充、意图识别。

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

Materials for the Intro to Programming for GIS and Remote Sensing Course that I teach at Saint Louis University. They include the updates I made for the spring 2020 and fall 2020 semesters.

Official Repository for "BlendX: Complex Multi-intent Detection with Blended Patterns"

EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding

Intent Classification using the Fluent Speech Commands Dataset

Hardware inventory tool for Comverse One systems

Slot Filling with Pytorch.

Scraping hotel reviews from TripAdvisor pages - Final Project for CSCI 2930 Unix Tools

Chinese Spoken Language Understanding, a sequence-labeling task based on RNN/LSTM/GRU and Transformer.

A Custom Combination MicroVAX II Side/Rear Panel

How knowledge of possible values can improve spoken slot filling without fine-tuning speech recognition models? Research on public transport data in Czech. Novel architecture using Whisper + additional decoder layer that toggles trie-constrained decoding. Includes dataset loading, model architecture, training, inference and evaluation.