ZhijianOu

VLS-GPT

Variational Latent-State GPT for Semi-Supervised Task-Oriented Dialog System

GUS

A Generative User Simulator with GPT-based Architecture and Goal State Tracking for Reinforced Multi-Domain Dialog Systems. EMNLP 2022 SereTOD Workshop.

MGA

Building Markovian Generative Architectures over Pretrained LM Backbones for Efficient Task-Oriented Dialog Systems. SLT 2022.

CAT

A CRF-based ASR Toolkit

MGA-dev

Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems

SereTOD2022

A challenge on Semi-Supervised and Reinforced Task-Oriented Dialog Systems, Co-located with EMNLP2022 SereTOD Workshop

ASR-Benchmarks

An effort to track benchmarking results over widely-used datasets for ASR.

semi-EBM

Inclusive-NRF

ST-NAS

Efficient Neural Architecture Search via Straight-Through Gradients

LABES

Yichi Zhang et al. A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning. EMNLP 2020.

SPMIArray

Tsinghua University SPMI Lab array processing toolkit

VMSep-2010

Combining HMM-based Melody Extraction and NMF-based Soft Masking for Separating Voice and Accompaniment from Monaural Audio, ICASSP 2011.

SPMILM

A SPMI Lab toolkit for language models.

IqiyiProject

Iqiyi movie dialog system. Tracking of enriched dialog states for flexible conversational information access, ICASSP 2018.

SPMISeq

A SPMI Lab toolkit for sequence tagging tasks based on Pytorch. Neural CRF Transducers for Sequence Labeling, ICASSP 2019.

PARG

Paraphrase Augmented Task-Oriented Dialog Generation, ACL 2020

seq2seq-JAE

Semi-supervised Seq2seq Joint-stochastic-approximation Autoencoders with Applications to Semantic Parsing, SPL 2019.

DASI

JSA

Joint Stochastic Approximation and its Application to Learning Discrete Latent Variable Models, UAI 2020.

damd-multiwoz

Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context, AAAI 2020.