Knowledge GraphsA collection of research on knowledge graphs
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Nlp4rec PapersPaper list of NLP for recommender systems
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Paper ReadingPaper reading list in natural language processing, including dialogue systems and text generation related topics.
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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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GladGlobal-Locally Self-Attentive Dialogue State Tracker
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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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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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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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Conv EmotionThis repo contains implementation of different architectures for emotion recognition in conversations.
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Li emnlp 2017Deep Recurrent Generative Decoder for Abstractive Text Summarization in DyNet
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Kb InfobotA dialogue bot for information access
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Neuraldialog CvaeTensorflow Implementation of Knowledge-Guided CVAE for dialog generation ACL 2017. It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU
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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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Repo 2017Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
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Dialogue UnderstandingThis repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
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RbertImplementation of BERT in R
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Rectorchrectorch is a pytorch-based framework for state-of-the-art top-N recommendation
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DeclutrThe corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!
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Fnc 1 BaselineA baseline implementation for FNC-1
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Opus MtOpen neural machine translation models and web services
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Unified SummarizationOfficial codes for the paper: A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss.
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Cs230 Code ExamplesCode examples in pyTorch and Tensorflow for CS230
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Tensorflow NlpNLP and Text Generation Experiments in TensorFlow 2.x / 1.x
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Lingopackage lingo provides the data structures and algorithms required for natural language processing
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DialoglueDialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
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Commonsense RcCode for Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension
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MatildaLIDA: Lightweight Interactive Dialogue Annotator (in EMNLP 2019)
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ScattertextBeautiful visualizations of how language differs among document types.
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Nlp PapersPapers and Book to look at when starting NLP 📚
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DanlpDaNLP is a repository for Natural Language Processing resources for the Danish Language.
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DiscobertCode for paper "Discourse-Aware Neural Extractive Text Summarization" (ACL20)
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Detecting Scientific ClaimExtracting scientific claims from biomedical abstracts (powered by AllenNLP), demo:
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PymetamapPython wraper for MetaMap
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Awesome Embedding ModelsA curated list of awesome embedding models tutorials, projects and communities.
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Neuro🔮 Neuro.js is machine learning library for building AI assistants and chat-bots (WIP).
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ClicrMachine reading comprehension on clinical case reports
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PytextrankPython implementation of TextRank for phrase extraction and summarization of text documents
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KadotKadot, the unsupervised natural language processing library.
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Nuspell🖋️ Fast and safe spellchecking C++ library
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Vae TensorflowA Tensorflow implementation of a Variational Autoencoder for the deep learning course at the University of Southern California (USC).
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PapernotesMy personal notes and surveys on DL, CV and NLP papers.
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Ua GecUA-GEC: Grammatical Error Correction and Fluency Corpus for the Ukrainian Language
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Spacy Js🎀 JavaScript API for spaCy with Python REST API
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NonautoreggenprogressTracking the progress in non-autoregressive generation (translation, transcription, etc.)
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Transformers🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
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AllennlpAn open-source NLP research library, built on PyTorch.
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NltkNLTK Source
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Linguistic Style TransferNeural network parametrized objective to disentangle and transfer style and content in text
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