ChristophAlt / pytorch-starspace
PyTorch implementation of StarSpace as described in "StarSpace: Embed All The Things!" by Ledell Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes and Jason Weston
☆50Updated 6 years ago
Alternatives and similar repositories for pytorch-starspace:
Users that are interested in pytorch-starspace are comparing it to the libraries listed below
- Implementation of Hierarchical Attention Networks as presented in https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf☆57Updated 7 years ago
- Implementation of ULMFit algorithm for text classification via transfer learning☆94Updated 6 years ago
- Uncovering divergent linguistic information in word embeddings with lessons for intrinsic and extrinsic evaluation☆63Updated 6 years ago
- Keras implementation of CoVe☆50Updated 6 years ago
- Code for my blog post☆49Updated 6 years ago
- Multilingual hierarchical attention networks toolkit☆77Updated 5 years ago
- ULMFiT + Siamese Network for Sentence Vectors☆34Updated 6 years ago
- The code for COPACRR Neural IR model.☆37Updated 7 years ago
- Comparing Text Classification results using BERT embedding and ULMFIT embedding☆65Updated 6 years ago
- Hash Embedding code for the paper "Hash Embeddings for Efficient Word Representations"☆42Updated 7 years ago
- Inference with state-of-the-art models (pre-trained by LD-Net / AutoNER / VanillaNER / ...)☆115Updated 6 years ago
- Reference Implementation for WSDM 2018 Paper "Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering"☆67Updated 6 years ago
- Getting started with AllenNLP and PyTorch by training a tweet classifier☆66Updated 7 years ago
- Deep Relevance Ranking Using Enhanced Document-Query Interactions☆112Updated 6 years ago
- Huffman tree based hierarchical softmax☆51Updated 8 years ago
- Implementation of word2vec in PyTorch☆30Updated 6 years ago
- Implementation of BERT that could load official pre-trained models for feature extraction and prediction on TPU☆17Updated 6 years ago
- Personalized Query Completion☆26Updated 4 years ago
- CapsNet for NLP☆67Updated 6 years ago
- ☆35Updated 3 years ago
- Variational Methods for Pretraining in Resource-limited Environments☆174Updated 4 years ago
- NoiseMix - data generation for natural language☆40Updated 6 years ago
- Semantic Textual Similarity in Python☆79Updated 8 years ago
- UNSUPPORTED & OUTDATED: Derive named entities from Wikipedia☆47Updated 6 years ago
- utility class for building/evaluating document representations☆53Updated 5 years ago
- A python library to compute rouge score for summarization☆57Updated 2 years ago
- SalienceRank keyphrase extraction algorithm☆21Updated 4 years ago
- Code for "Smaller Text Classifiers with Discriminative Cluster Embeddings" (NAACL 2018)☆29Updated 6 years ago
- A simple version of DeepRank & MatchPyramid implemented in PyTorch.☆35Updated 4 years ago
- Code for WWW 2017 conference paper "Leveraging large amounts of weakly supervised data for multi-language sentiment classification"☆36Updated 6 years ago