RnnlgRNNLG is an open source benchmark toolkit for Natural Language Generation (NLG) in spoken dialogue system application domains. It is released by Tsung-Hsien (Shawn) Wen from Cambridge Dialogue Systems Group under Apache License 2.0.
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MultiwozSource code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)
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Nlg EvalEvaluation code for various unsupervised automated metrics for Natural Language Generation.
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TgenStatistical NLG for spoken dialogue systems
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LudwigData-centric declarative deep learning framework
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Textaugmentation Gpt2Fine-tuned pre-trained GPT2 for custom topic specific text generation. Such system can be used for Text Augmentation.
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Neuraldialog LarlPyTorch implementation of latent space reinforcement learning for E2E dialog published at NAACL 2019. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
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Practical PytorchGo to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
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Pqg PytorchParaphrase Generation model using pair-wise discriminator loss
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Conv EmotionThis repo contains implementation of different architectures for emotion recognition in conversations.
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Convai Bot 1337NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog Manager
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MlA high-level machine learning and deep learning library for the PHP language.
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NonautoreggenprogressTracking the progress in non-autoregressive generation (translation, transcription, etc.)
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Nlg RlAccelerated Reinforcement Learning for Sentence Generation by Vocabulary Prediction
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Thinc🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
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Gluon NlpNLP made easy
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Nlp ProgressRepository 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.
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Tod BertPre-Trained Models for ToD-BERT
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Msr Nlp ProjectsThis is a list of open-source projects at Microsoft Research NLP Group
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Trade DstSource code for transferable dialogue state generator (TRADE, Wu et al., 2019). https://arxiv.org/abs/1905.08743
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Paper ReadingPaper reading list in natural language processing, including dialogue systems and text generation related topics.
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AnyqFAQ-based Question Answering System
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Knowledge GraphsA collection of research on knowledge graphs
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PplmPlug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
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ADEMTOWARDS AN AUTOMATIC TURING TEST: LEARNING TO EVALUATE DIALOGUE RESPONSES
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Gpt2PyTorch Implementation of OpenAI GPT-2
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MagnitudeA fast, efficient universal vector embedding utility package.
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LanguagetoysRandom fun with statistical language models.
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Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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Rasa💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
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Convlab 2ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
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ArxivnotesIssuesにNLP(自然言語処理)に関連するの論文を読んだまとめを書いています.雑です.🚧 マークは編集中の論文です(事実上放置のものも多いです).🍡 マークは概要のみ書いてます(早く見れる的な意味で団子).
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GladGlobal-Locally Self-Attentive Dialogue State Tracker
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MeldMELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation
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Kb InfobotA dialogue bot for information access
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WhiskersA Visual Dialogue Editor made using the Godot Engine
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rtgReader Translator Generator - NMT toolkit based on pytorch
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DialogueNode based dialogue system
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Nlp4rec PapersPaper list of NLP for recommender systems
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DlgSystemDialogue Plugin System for Unreal Engine | 🪞 Mirror of https://bit.ly/DlgSource
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dialogue-datasetscollect the open dialog corpus and some useful data processing utils.
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NlpruleA fast, low-resource Natural Language Processing and Text Correction library written in Rust.
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Text2sql DataA collection of datasets that pair questions with SQL queries.
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Clean Text🧹 Python package for text cleaning
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