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models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

multi-level-memory-network

Multi-Level Memory for Task Oriented Dialogs

multiwoz

Source code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)

n3ldg

neural-belief-tracker

Fully Statistical Neural Belief Tracker (Mrkšić and Vulić, ACL 2018)

neural-network-papers

neuraldialog-zsdg

PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

neuraldialogpapers

Summary of deep learning models for dialog systems (Tiancheng Zhao LTI, CMU)

nlp-competitions-list-review

复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nlp_course

YSDA course in Natural Language Processing

nlp_tasks

Natural Language Processing Tasks and References

nlp_tasks-_evaluation_sota_papers

Common NLP Tasks, Evaluation, Corpus/Dataset, Papers with state-of-the-art results

nndial

NNDial is an open source toolkit for building end-to-end trainable task-oriented dialogue models. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.

nndl-codes

Sample Codes for NNDL

nndl.github.io

《神经网络与深度学习》 Neural Network and Deep Learning

ntm-one-shot

One-shot Learning with Memory-Augmented Neural Networks

ntm-one-shot-tf

One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow

opendialkg

OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs

paddle

PArallel Distributed Deep LEarning （PaddlePaddle核心框架，高性能单机、分布式训练和跨平台部署）

palm

a Fast, Flexible, Extensible and Easy-to-use NLP Large-scale Pretraining and Multi-task Learning Framework.

paml

Personalizing Dialogue Agents via Meta-Learning

paper-reading

Paper reading list in natural language processing, including dialogue system, text summarization, topic modeling, etc.

parg

parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

peerread

Data and code for Kang et al., NAACL 2018's paper titled "A Dataset of Peer Reviews (PeerRead): Collection, Insights and NLP Applications"

persona-dialogue-generation

The code of ACL 2020 paper "You Impress Me: Dialogue Generation via Mutual Persona Perception"

personal-emotional-stylized-dialog

A Paper List for Personalized, Emotional, and stylized Dialog

personalized-dialog

Dataset and models for the paper Personalization in Goal-oriented Dialog