fastText

R package for 'Efficient Learning of Word Representations and Sentence Classification'

Stars

40

Forks

5

Language

C++

Last Updated

Feb 02, 2024

Similar Repos
Repo Language Stars Description Updated At
F# 22 Library for efficient learning of word representations and sentence classification. Sep 23, 2020
C++ 21 Efficient learning of word representations Feb 15, 2021
None 5 KDDCup 2005 query classification with word representations Mar 24, 2020
Python 25 Code for the paper "Do Sentence Interactions Matter ? Leveraging Sentence Level Representations for Fake … Mar 26, 2023
Python 629 [DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations May 06, 2023
Ruby 126 Efficient text classification and representation learning for Ruby Aug 12, 2022
Python 3102 Language-Agnostic SEntence Representations Aug 26, 2022
Python 38 Hash Embedding code for the paper "Hash Embeddings for Efficient Word Representations" Jan 17, 2023
Python 30 Efficient few-shot learning with Sentence Transformers Sep 22, 2022
Python 20 Official code of our work, Robust, Transferable Sentence Representations for Text Classification [Arxiv 2018]. Sep 21, 2021
Python 16 Source Code for IJCAI 2020 paper "On the Importance of Word and Sentence Representation Learning … Apr 28, 2022
Python 1994 CNNs for sentence classification Aug 12, 2022
Python 3 CNNs for sentence classification Mar 18, 2019
Python 17 CNNs for sentence classification Jan 16, 2022
Python 4 Towards Efficient and Effective Self-Supervised Learning of Visual Representations Nov 23, 2022
None 380 Evaluating Cross-lingual Sentence Representations Jul 29, 2022
C++ 1149 General purpose unsupervised sentence representations Apr 22, 2023
Jupyter Notebook 31 Using deep learning to discover interpretable representations for mammogram classification and explanation Apr 06, 2023
C++ 29 Learning Word Representations by Jointly Modeling Syntagmatic and Paradigmatic Relations (ACL2015) Mar 27, 2020
Python 130 Code for "Data-Efficient Reinforcement Learning with Self-Predictive Representations" Apr 21, 2023
Python 332 Dynamic Meta-Embeddings for Improved Sentence Representations Jul 26, 2022
Go 14 📖⏎ An efficient and flexible word-wrapping package for Go (golang) Jan 03, 2021
C++ 3 Two Jointly Predictive Models for Word Representations and Phrase Representations (AAAI 2016) Nov 14, 2018
Python 39 [ACL 2020] Towards Debiasing Sentence Representations Jul 01, 2022
Python 40 A system for learning word weights, optimised for sentence-level vector similarity Dec 17, 2022
None 13 Code of ACL 2022 paper Debiased Contrastive Learning of Unsupervised Sentence Representations Aug 02, 2022
C++ 10 Batch IS NOT Heavy: Learning Word Representations From All Samples Sep 30, 2021
C++ 18 Poincare Embeddings for Word Vector Representations May 14, 2022
Python 152 Deep contextualized word representations for Chinese Jun 13, 2022
Python 44 Official code for "Pretraining Representations For Data-Efficient Reinforcement Learning" (NeurIPS 2021) Apr 23, 2023
Python 2 Sentence classification with BERT. May 24, 2022
Jupyter Notebook 30 CNN for sentence classification using Pytorch and MXNET Apr 15, 2022
Jupyter Notebook 2 Word / sentence generation with trainable RNN and encoder-decoders; applications in image caption generation and … Mar 26, 2022
HTML 8 Representations for Learning and Language Apr 19, 2023
Python 948 CNNs for Sentence Classification in PyTorch Oct 08, 2022
Python 185 Exploring Random Encoders for Sentence Classification Jun 14, 2022
Lua 2 CNN over characters for sentence classification. Apr 09, 2018
Python 3 Sense Entropy and Sentence Perplexity for Complex Word Identification Oct 07, 2020
None 6 Burmese Romanization Corpora (for both word & sentence) Feb 14, 2023
Python 17 PyTorch reimplementation of "A simple, efficient and scalable contrastive masked autoencoder for learning visual representations". Apr 19, 2023
JavaScript 3 A simple package to create hashtags of each word in a sentence. Aug 24, 2022
Python 7 CKIP Classic Word Segmentation and Sentence Parsing Tools Jan 19, 2023
None 7 Sentence similarity using Word Embeddings pooling vs Sentence transformers embeddings Feb 26, 2023
Python 59 My version of CNNs for sentence classification Mar 14, 2022
Python 33 The training code for the EMNLP 2017 paper "Learning Generic Sentence Representations Using Convolutional Neural … Jan 24, 2023
Python 2 The training code for the EMNLP 2017 paper "Learning Generic Sentence Representations Using Convolutional Neural … Jun 10, 2023
Jupyter Notebook 5 We address the task of learning contextualized word, sentence and document representations with a hierarchical … Apr 27, 2023
Python 5 👀 A very simple sentence classifier based on word similarity with NLTK and rake_nltk package Apr 10, 2020
JavaScript 5 💬 Mumble a sentence or word Jan 11, 2020
Python 2 Calculate sentence similarity by word vector Apr 20, 2021