siddsax / XML-CNN
Pytorch implementation of the paper Deep learning for extreme multi-label text classification
☆63Updated 11 months ago
Alternatives and similar repositories for XML-CNN:
Users that are interested in XML-CNN are comparing it to the libraries listed below
- Pytorch codes for "Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification"☆50Updated 3 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆83Updated last year
- Label-Specific Document Representation for Multi-Label Text Classification☆85Updated 5 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆86Updated 3 years ago
- ☆51Updated 4 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆140Updated 3 years ago
- Hierarchical Neural Attention-based Classification☆26Updated 4 years ago
- A generalized input-label embedding for text classification☆23Updated 5 years ago
- Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper☆89Updated 4 years ago
- Source code for paper Neural Architectures for Nested NER through Linearization☆91Updated 5 years ago
- Semi-supervised Learning for Sentiment Analysis☆54Updated 4 years ago
- Code for EMNLP 2019 paper "A Boundary-aware Neural Model for Nested Named Entity Recognition"☆90Updated 2 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆51Updated 3 years ago
- Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"☆50Updated 5 years ago
- ☆72Updated 3 years ago
- MTM☆142Updated 2 years ago
- Multiple Relational Facts Extraction☆60Updated 5 years ago
- LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification☆96Updated 2 years ago
- seq2seq based keyphrase generation model sets, including copyrnn copycnn and copytransfomer☆50Updated 2 years ago
- Source code of the paper 'Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. NAACL-HLT 2019. '☆48Updated 4 years ago
- Implementation of Nested Named Entity Recognition☆36Updated 3 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆120Updated 5 years ago
- Bayesian Deep Active Learning for Named entity recognition (NER)☆18Updated 5 years ago
- Few-shot classification in Named Entity Recognition Task☆79Updated 6 years ago
- The source code used for paper "Empower Entity Set Expansion via Language Model Probing", published in ACL 2020.☆33Updated 4 years ago
- This repository contains the corpora and supplementary data, along with instructions for recreating the experiments, for our paper: "End-…☆91Updated 4 years ago
- PyTorch implementation of our paper "Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing" (NAACL19)☆88Updated 5 years ago
- Heterogeneous Representations for Neural Relation Extraction https://arxiv.org/abs/1903.10126☆69Updated 4 years ago
- Lexicon-based Named Entity Recognition☆158Updated 2 years ago
- [ACL 19] Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction☆85Updated 7 months ago