Andras7 / word2vec-pytorch
Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling
☆183Updated 4 years ago
Alternatives and similar repositories for word2vec-pytorch:
Users that are interested in word2vec-pytorch are comparing it to the libraries listed below
- Skipgram Negative Sampling implemented in PyTorch☆300Updated 3 years ago
- A complete pytorch implementation of skip-gram☆188Updated 7 years ago
- Implementing Skip-gram Negative Sampling with pytorch☆49Updated 6 years ago
- [NeurIPS 2019] Spherical Text Embedding☆176Updated last year
- ☆56Updated 3 years ago
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆291Updated last year
- Implementation of a linear-chain CRF in PyTorch☆96Updated 4 years ago
- A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.☆177Updated 3 years ago
- On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines☆133Updated last year
- Pretrain and finetune ELECTRA with fastai and huggingface. (Results of the paper replicated !)☆325Updated last year
- ☆206Updated 10 months ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆201Updated 2 years ago
- Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.☆154Updated 4 years ago
- ☆230Updated 5 years ago
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆171Updated last year
- Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF☆123Updated 3 years ago
- Keyphrase Generation☆218Updated last year
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆371Updated 4 years ago
- ☆125Updated 10 months ago
- The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to o…☆380Updated last year
- Code associated with the Don't Stop Pretraining ACL 2020 paper☆530Updated 3 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆137Updated 3 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆243Updated 2 years ago
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆784Updated last year
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆178Updated 4 years ago
- architectures and pre-trained models for long document classification.☆154Updated 4 years ago
- Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"☆107Updated 4 years ago
- ☆162Updated 4 years ago
- Implementation of the first paper on word2vec☆213Updated 3 years ago