slu

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.

[Interspeech'26] Official repository for "SFL-MTSC: Leveraging Semantic Frame-Level Multi-Task Self-Consistency for Robust Multi-Intent Spoken Language Understanding"

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

RCal is a standalone, interactive Python CLI application that calculates the optimal "Pró-labore" (administrator salary) and taxes for a Brazilian tech company operating under the Simples Nacional tax regime (Anexo III, Exporting Services, subject to the "Fator R" rule).

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.