siddsax / XML-CNNLinks
Pytorch implementation of the paper Deep learning for extreme multi-label text classification
☆62Updated last year
Alternatives and similar repositories for XML-CNN
Users that are interested in XML-CNN are comparing it to the libraries listed below
Sorting:
- Pytorch codes for "Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification"☆51Updated 4 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆84Updated 2 years ago
- PyTorch implementation of our paper "Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing" (NAACL19)☆87Updated 6 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆86Updated 3 years ago
- [CIKM 2018] Weakly-Supervised Neural Text Classification☆77Updated 6 years ago
- Official implementation of our ICLR 2018 and SIGIR 2019 papers on Context-aware Neural Information Retrieval☆118Updated 5 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆139Updated 4 years ago
- ☆127Updated 6 years ago
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆138Updated 4 years ago
- A generalized input-label embedding for text classification☆24Updated 5 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆120Updated 5 years ago
- Code, datasets, and results for "Transfer Learning for Entity Recognition of Novel Classes," Rodriguez, Caldwell, and Liu (COLING, 2018).☆35Updated 6 years ago
- Official implementation of "Explicit Interaction Model towards Text Classification"☆70Updated 5 years ago
- Code regarding to our paper "N-ary Relation Extraction using Graph State LSTM"☆94Updated 5 years ago
- ☆126Updated last year
- Message Passing Attention Networks for Document Understanding☆61Updated 4 years ago
- An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarizat…☆107Updated 5 years ago
- Implementation of TACL 2017 paper: Cross-Sentence N-ary Relation Extraction with Graph LSTMs. Nanyun Peng, Hoifung Poon, Chris Quirk, Kri…☆61Updated 6 years ago
- Hierarchical Neural Attention-based Classification☆26Updated 4 years ago
- Source code of the paper 'Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. NAACL-HLT 2019. '☆49Updated 5 years ago
- End-to-end neural relation extraction using deep biaffine attention (ECIR 2019)☆48Updated 6 years ago
- Few-shot classification in Named Entity Recognition Task☆79Updated 6 years ago
- Hierarchical Neural Relation Extraction☆96Updated 4 years ago
- [AKBC 19] Improving Relation Extraction by Pre-trained Language Representations☆107Updated 3 years ago
- Graph Convolutional neural network named entity recognition☆136Updated 7 years ago
- AFET: Automatic Fine-Grained Entity Typing (EMNLP'16)☆56Updated 4 years ago
- Source code for paper Neural Architectures for Nested NER through Linearization☆91Updated 5 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- ☆93Updated 5 years ago
- TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"☆87Updated 6 years ago