Nlp PapersPapers and Book to look at when starting NLP 📚
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Sarcasm DetectionDetecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.
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Capricorn提供强大的NLP能力, low-code实现chatbot
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Nlp Projectsword2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, information extraction (i.e., entity, relation and event extraction), knowledge graph, text generation, network embedding
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Snips NluSnips Python library to extract meaning from text
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Chatito🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
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BertweetBERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
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Dan Jurafsky Chris Manning NlpMy solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
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Knowledge GraphsA collection of research on knowledge graphs
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SA-DLSentiment Analysis with Deep Learning models. Implemented with Tensorflow and Keras.
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Wisty.js🧚♀️ Chatbot library turning conversations into actions, locally, in the browser.
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watson-document-classifierAugment IBM Watson Natural Language Understanding APIs with a configurable mechanism for text classification, uses Watson Studio.
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xbotTask-oriented Chatbot
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wink-nlpDeveloper friendly Natural Language Processing ✨
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troveWeakly supervised medical named entity classification
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Text tone analyzerСистема, анализирующая тональность текстов и высказываний.
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Tf Rnn AttentionTensorflow implementation of attention mechanism for text classification tasks.
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ntua-slp-semeval2018Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
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converseConversational text Analysis using various NLP techniques
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NTUA-slp-nlp💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA
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NewsMTSCTarget-dependent sentiment classification in news articles reporting on political events. Includes a high-quality data set of over 11k sentences and a state-of-the-art classification model.
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text analysis tools中文文本分析工具包(包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取)
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MinervaMeandering In Networks of Entities to Reach Verisimilar Answers
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rnn-text-classification-tfTensorflow implementation of Attention-based Bidirectional RNN text classification.
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MultihopkgMulti-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
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Nlp RecipesNatural Language Processing Best Practices & Examples
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pen.elPen.el stands for Prompt Engineering in emacs. It facilitates the creation, discovery and usage of prompts to language models. Pen supports OpenAI, EleutherAI, Aleph-Alpha, HuggingFace and others. It's the engine for the LookingGlass imaginary web browser.
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alter-nluNatural language understanding library for chatbots with intent recognition and entity extraction.
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TLAA comprehensive tool for linguistic analysis of communities
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3HANAn original implementation of "3HAN: A Deep Neural Network for Fake News Detection" (ICONIP 2017)
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SentimentAnalysisSentiment Analysis: Deep Bi-LSTM+attention model
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KbganCode for "KBGAN: Adversarial Learning for Knowledge Graph Embeddings" https://arxiv.org/abs/1711.04071
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Conv EmotionThis repo contains implementation of different architectures for emotion recognition in conversations.
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Tc BotUser Simulation for Task-Completion Dialogues
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ML2017FALLMachine Learning (EE 5184) in NTU
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KgCLUEKgCLUE: 大规模中文开源知识图谱问答
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Kenlg ReadingReading list for knowledge-enhanced text generation, with a survey
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Delfta Deep Learning Framework for Text
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vista-netCode for the paper "VistaNet: Visual Aspect Attention Network for Multimodal Sentiment Analysis", AAAI'19
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Bert seq2seqpytorch实现bert做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持GPT2进行文章续写。
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Seq2seq SummarizerPointer-generator reinforced seq2seq summarization in PyTorch
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MeldMELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation
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Spacy Streamlit👑 spaCy building blocks and visualizers for Streamlit apps
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Nlp.jsAn NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
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Lightkg基于Pytorch和torchtext的知识图谱深度学习框架。
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Rust BertRust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
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