OctoberChang / X-TransformerLinks
X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification
☆141Updated 4 years ago
Alternatives and similar repositories for X-Transformer
Users that are interested in X-Transformer are comparing it to the libraries listed below
Sorting:
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆181Updated 4 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆138Updated 4 years ago
- LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification☆98Updated 3 years ago
- ☆128Updated last year
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆174Updated 2 years ago
- code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for…☆96Updated 2 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆245Updated 3 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks☆228Updated 2 years ago
- ☆70Updated last year
- Pytorch-version BERT-flow: One can apply BERT-flow to any PLM within Pytorch framework.☆72Updated 4 years ago
- An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarizat…☆107Updated 6 years ago
- Code associated with the "Data Augmentation using Pre-trained Transformer Models" paper☆136Updated 2 years ago
- Pytorch implementation of the paper Deep learning for extreme multi-label text classification☆64Updated last year
- Code for the ACL 19 paper "Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards"☆106Updated 5 years ago
- ☆162Updated 5 years ago
- Code for CEDR: Contextualized Embeddings for Document Ranking, accepted at SIGIR 2019.☆156Updated 5 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Updated 4 years ago
- A library to conduct ranking experiments with transformers.☆160Updated 2 years ago
- Large-Scale Multi-Label Text Classification on EU Legislation☆98Updated 2 years ago
- Interpreting Bidirectional Encoder Representations from Transformers (BERT)☆110Updated 3 years ago
- Pytorch re-implementation of R-BERT model☆65Updated 5 years ago
- ☆121Updated 5 years ago
- Message Passing Attention Networks for Document Understanding☆61Updated 4 years ago
- Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"☆163Updated 5 years ago
- Evidence-based QA system for community question answering.☆112Updated 4 years ago
- Official implementation of our ICLR 2018 and SIGIR 2019 papers on Context-aware Neural Information Retrieval☆118Updated 5 years ago
- Multi-stage passage ranking: monoBERT + duoBERT☆110Updated 5 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆87Updated 3 years ago
- The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"☆121Updated 4 years ago
- [NeurIPS 2019] Spherical Text Embedding☆181Updated 2 years ago