word-embedding
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自然语言处理(NLP)教程,包括:词向量,词法分析,预训练语言模型,文本分类,文本语义匹配,信息抽取,翻译,对话。
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Pre-trained models and language resources for Natural Language Processing in Polish
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One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
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TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations
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Word Embedding + LSTM + FC
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Deep contextualized word representations for Chinese
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Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"
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Official Code Repository for LM-Steer Paper: "Word Embeddings Are Steers for Language Models" (ACL 2024 Outstanding Paper Award)
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🗺️ 一个自然语言处理的学习路线图
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Windows Build of fastText, library for text representation and classification.
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A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
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Dead simple games made with word vectors.
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Expose a Top2Vec model with a REST API.
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MirasText
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Library for Korean morpheme and word vector representation
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Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.
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Revised Version of SAT Model in "Improved Word Representation Learning with Sememes"
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