Dialogue UnderstandingThis repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
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Nlp RecipesNatural Language Processing Best Practices & Examples
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Conv EmotionThis repo contains implementation of different architectures for emotion recognition in conversations.
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Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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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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MultiwozSource code for end-to-end dialogue model from the MultiWOZ paper (Budzianowski et al. 2018, EMNLP)
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Speech Emotion AnalyzerThe neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
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Autonlp🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically
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Oie ResourcesA curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
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NndialNNDial 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.
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NerNamed Entity Recognition
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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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SeqganA simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
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BertTensorFlow code and pre-trained models for BERT
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Tf Seq2seqSequence to sequence learning using TensorFlow.
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LudwigData-centric declarative deep learning framework
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DialoglueDialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
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ArticutapiAPI of Articut 中文斷詞 (兼具語意詞性標記):「斷詞」又稱「分詞」,是中文資訊處理的基礎。Articut 不用機器學習,不需資料模型,只用現代白話中文語法規則,即能達到 SIGHAN 2005 F1-measure 94% 以上,Recall 96% 以上的成績。
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Catalyst🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
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Chars2vecCharacter-based word embeddings model based on RNN for handling real world texts
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Attention MechanismsImplementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
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Clause🏇 聊天机器人,自然语言理解,语义理解
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GraphbrainLanguage, Knowledge, Cognition
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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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Gluon NlpNLP made easy
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Tokenizers💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
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Practical NlpOfficial Repository for 'Practical Natural Language Processing' by O'Reilly Media
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Chat基于自然语言理解与机器学习的聊天机器人,支持多用户并发及自定义多轮对话
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BotlibreAn open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
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Chinese nlu by using rasa nlu使用 RASA NLU 来构建中文自然语言理解系统(NLU)| Use RASA NLU to build a Chinese Natural Language Understanding System (NLU)
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Spokestack PythonSpokestack is a library that allows a user to easily incorporate a voice interface into any Python application.
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Nlg EvalEvaluation code for various unsupervised automated metrics for Natural Language Generation.
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Polyai ModelsNeural Models for Conversational AI
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BlocksBlocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)
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CiffCornell Instruction Following Framework
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Msr Nlp ProjectsThis is a list of open-source projects at Microsoft Research NLP Group
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Bert As ServiceMapping a variable-length sentence to a fixed-length vector using BERT model
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Easy BertA Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
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Efaqa Corpus Zh❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库
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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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Spacy Transformers🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
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Mt DnnMulti-Task Deep Neural Networks for Natural Language Understanding
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