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plato-research-dialogue-system

This is the Plato Research Dialogue System, a flexible platform for developing conversational AI agents.

slot_filling_and_intent_detection_of_slu

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

speech-to-text-wavenet2

implement https://github.com/buriburisuri/speech-to-text-wavenet.git with tensorflow 1.12.0

stable-continual-learning

Towards increasing stability of neural networks for continual learning: https://arxiv.org/abs/2006.06958.pdf (NeurIPS'20)

stackpropagation-slu

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

sumbt

SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking (ACL 2019)

task-oriented-dialogue-research-progress-survey

A datasets and methods survey about task-oriented dialogue, including recent datasets and SOTA leaderboards.

tasnim-news-web-scraping

Web Scraping TASNIM news

tc-bot

User Simulation for Task-Completion Dialogues

tod_as_nlg

todcl

Continual Learning for Task-Oriented Dialogue Systems

tpem

Code and data for the ACL'2021 paper "Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking"

trade-dst

Source code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743

trade-dst-1

trade-dst-bert

Project testing now the TRADE generator performs with BERT encoder.

transfer

Code and data for the paper "Multi-Source Domain Adaptation with Mixture of Experts" https://arxiv.org/abs/1809.02256

ubar-multiwoz

AAAI 2021: "UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2"