Refefer / fastxml
FastXML / PFastXML / PFastreXML - Implementation of Extreme Multi-label Classification
☆147Updated 9 months ago
Alternatives and similar repositories for fastxml:
Users that are interested in fastxml are comparing it to the libraries listed below
- Doc2VecC from the paper "Efficient Vector Representation for Documents through Corruption"☆186Updated 8 years ago
- Library for fast text representation and extreme classification.☆149Updated 4 years ago
- On the Dimensionality of Word Embedding☆328Updated 4 years ago
- ☆149Updated 2 years ago
- Sentence2vec by Rock☆312Updated 2 years ago
- Python implementation of "Sparse Local Embeddings for Extreme Multi-label Classification, NIPS, 2015"☆29Updated 7 years ago
- A repository for Neural Document Ranking Models.☆84Updated 6 years ago
- Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)☆115Updated 6 years ago
- The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mech…☆285Updated 2 years ago
- ☆125Updated 8 years ago
- NEG loss implemented in pytorch☆124Updated 7 years ago
- ICLR 2018 Quick-Thought vectors☆204Updated 5 years ago
- Deep Relevance Ranking Using Enhanced Document-Query Interactions☆112Updated 6 years ago
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆147Updated 6 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆107Updated 5 years ago
- Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"☆144Updated last year
- Code for WWW'19 "Unbiased LambdaMART: An Unbiased Pairwise Learning-to-Rank Algorithm", which is based on LightGBM☆225Updated 5 years ago
- ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)☆148Updated 6 years ago
- Code for Supervised Word Mover's Distance (SWMD)☆92Updated 7 years ago
- Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop☆90Updated 6 years ago
- Concatenated Power Mean Embeddings as Universal Cross-Lingual Sentence Representations☆185Updated 4 years ago
- Learning Rank☆78Updated 7 years ago
- ConText v4: Neural networks for text categorization☆122Updated 5 years ago
- Converting GloVe vectors into word2vec format for easy usage with Gensim☆112Updated 5 years ago
- Dynamic Meta-Embeddings for Improved Sentence Representations☆331Updated 4 years ago
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆57Updated 7 years ago
- Implementation of A Structured Self-attentive Sentence Embedding☆108Updated 6 years ago
- Huffman tree based hierarchical softmax☆51Updated 8 years ago
- Demo code for the paper STC2 which released three short text datasets for clustering and classification☆114Updated 7 years ago
- Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong …☆192Updated 9 years ago