sdimi / average-word2vec
🔤 Calculate average word embeddings (word2vec) from documents for transfer learning
☆54Updated 11 months ago
Alternatives and similar repositories for average-word2vec:
Users that are interested in average-word2vec are comparing it to the libraries listed below
- ☆37Updated 8 years ago
- An evaluation of word-embeddings for classification☆32Updated 6 years ago
- Word Embeddings for Information Retrieval☆225Updated last year
- shabeelkandi / Handling-Out-of-Vocabulary-Words-in-Natural-Language-Processing-using-Language-Modelling☆69Updated 5 years ago
- 📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible wi…☆63Updated last year
- "Convolutional Neural Networks for Sentence Classification" (Kim 2014) - https://www.aclweb.org/anthology/D14-1181☆53Updated 5 years ago
- Applying NLP transfer learning techniques to predict Tweet stance toward a topic☆106Updated 6 years ago
- Implementation of GloVe in Keras☆45Updated 2 years ago
- Data-driven projects repo☆74Updated 6 years ago
- Generating labels for topics automatically using neural embeddings☆185Updated 2 months ago
- HackDelft☆81Updated 7 years ago
- Repo for my talk at the PyData Berlin 2017 conference☆66Updated 7 years ago
- Transfer Learning for NLP Tasks☆55Updated 6 years ago
- Automatic labeling for topic model☆57Updated 9 years ago
- A collection of over 1.5 Million tweets data translated to French, with their sentiment.☆35Updated 7 years ago
- Tutorial on topic models in Python with scikit-learn☆157Updated last year
- Train word embeddings with Gensim and vizualize them with TensorBoard☆34Updated 6 years ago
- Python library for advanced text mining☆69Updated 5 years ago
- This repo contains code and dataset for the Opinosis Summarization Framework☆51Updated 5 years ago
- Detect common phrases in large amounts of text using a data-driven approach. Size of discovered phrases can be arbitrary. Can be used in …☆128Updated 5 years ago
- N-gram Extraction Approaches (bigrams, trigrams)☆43Updated 6 years ago
- Exploring the simple sentence similarity measurements using word embeddings☆100Updated 8 months ago
- Graph of words (Networkx) and keywords extraction (Ktruss, Kcore, DivRank, BestCoverage)☆8Updated 6 years ago
- NLP pipeline using word2vec (preprocessing/embedding/prediction/clustering)☆115Updated last year
- Topic Modelling for Humans☆22Updated 7 years ago
- Python Framework for Extractive Text Summarization☆113Updated 3 years ago
- Train a gensim word2vec model on Wikipedia.☆75Updated 6 years ago
- A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.☆30Updated 5 years ago
- COVID-19 Question Dataset from the paper "What Are People Asking About COVID-19? A Question Classification Dataset"☆24Updated 4 years ago
- Document Similarity using Word2Vec☆101Updated 2 years ago