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sent2vecHow to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.
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GraphDBLPa Graph-based instance of DBLP
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watchmanWatchman: An open-source social-media event-detection system
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text2textText2Text: Cross-lingual natural language processing and generation toolkit
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autogbt-altAn experimental Python package that reimplements AutoGBT using LightGBM and Optuna.
Stars: ✭ 76 (+22.58%)
codenamesCodenames AI using Word Vectors
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watset-javaAn implementation of the Watset clustering algorithm in Java.
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word2vizVisualization of semantic similarities in word embeddings.
Stars: ✭ 86 (+38.71%)
intel-cervical-cancerTeam GuYuShiJie~'s 15th (top 2%) solution of cervix type classification in Kaggle 2017 competition, using PyTorch.
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RolXAn alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
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Kaggle-Competition-SberbankTop 1% rankings (22/3270) code sharing for Kaggle competition Sberbank Russian Housing Market: https://www.kaggle.com/c/sberbank-russian-housing-market
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walkletsA lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
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HumanOrRobota solution for competition of kaggle `Human or Robot`
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vector space modellingNLP in python Vector Space Modelling and document classification NLP
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NCE-lossTensorflow NCE loss in Keras
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DeepLearning-LabCode lab for deep learning. Including rnn,seq2seq,word2vec,cross entropy,bidirectional rnn,convolution operation,pooling operation,InceptionV3,transfer learning.
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LSCDetectionData Sets and Models for Evaluation of Lexical Semantic Change Detection
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QuoraKaggle: Quora Insincere Questions Classification - detect toxic content to improve online conversations
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fsauor2018基于LSTM网络与自注意力机制对中文评论进行细粒度情感分析
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dnn-lstm-word-segmentChinese Word Segmention Base on the Deep Learning and LSTM Neural Network
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kaggle-plasticcSolution to Kaggle's PLAsTiCC Astronomical Classification Competition
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deep-scite🚣 A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow
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towheeTowhee is a framework that is dedicated to making neural data processing pipelines simple and fast.
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VarCLRVarCLR: Variable Semantic Representation Pre-training via Contrastive Learning
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NTUA-slp-nlp💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA
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d2l-javaThe Java implementation of Dive into Deep Learning (D2L.ai)
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deep-char-cnn-lstmDeep Character CNN LSTM Encoder with Classification and Similarity Models
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CODERCODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]
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datastories-semeval2017-task6Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
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gonnp📉Deep learning from scratch using Go. Specializes in natural language processing
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spark-word2vecA parallel implementation of word2vec based on Spark
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kaggle-quora-question-pairsMy solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).
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word2vec-pt-brImplementação e modelo gerado com o treinamento (trigram) da wikipedia em pt-br
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doc2vec-golangdoc2vec , word2vec, implemented by golang. word embedding representation
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relation-networkTensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.
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codesnippetsearchNeural bag of words code search implementation using PyTorch and data from the CodeSearchNet project.
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