thu-spmi/MGA-dev

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Python
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Apache License 2.0
Created over 2 years ago
Updated over 2 years ago

thu-spmi/MGA-dev

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Markovian Generative Architectures for Efficient Task-Oriented Dialog Systems

CAT

A CRF-based ASR Toolkit

ASR-Benchmarks

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

damd-multiwoz

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

LABES

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

ST-NAS

Efficient Neural Architecture Search via Straight-Through Gradients

PARG

Paraphrase Augmented Task-Oriented Dialog Generation, ACL 2020

MGA

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

GUS

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

DASI

Inclusive-NRF

VLS-GPT

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

semi-EBM

seq2seq-JAE

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

JSA-KRTOD

JSA

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

RAG-CoT

Code for "An Empirical Study of Retrieval Augmented Generation with Chain-of-Thought"