andyweizhao / NLP-CapsuleLinks
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications
☆120Updated 5 years ago
Alternatives and similar repositories for NLP-Capsule
Users that are interested in NLP-Capsule are comparing it to the libraries listed below
Sorting:
- Sequence Encoding via Dynamic Routing for Text Classification☆59Updated 6 years ago
- Multitask Learning for Machine Reading Comprehension, NAACL 2019☆101Updated 4 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆83Updated 2 years ago
- Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"☆50Updated 5 years ago
- Code for modeling encoder-decoder architecture with pointer network for joint entity and relation extraction (AAAI 2020).☆104Updated 5 years ago
- ☆340Updated 2 years ago
- The implementation of ACL 2019 paper DOER: Dual Cross-Shared RNN for Aspect Term-Polarity Co-Extraction☆58Updated 2 years ago
- Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556☆45Updated 4 years ago
- Hierarchical Neural Relation Extraction☆96Updated 4 years ago
- Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper☆89Updated 5 years ago
- ACL 2019 paper:Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification☆60Updated 5 years ago
- Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions☆115Updated 3 years ago
- Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning☆66Updated 6 years ago
- Code for paper "Merge and Label: A Novel Neural Network Architecture for Nested NER", ACL 2019☆44Updated 5 years ago
- Relation Classification via Multi-Level Attention CNNs☆58Updated 7 years ago
- ☆100Updated 6 years ago
- Open-Domain Targeted Sentiment Analysis via Span-Based Extraction and Classification☆123Updated 5 years ago
- Multiple Relational Facts Extraction☆60Updated 5 years ago
- AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"☆125Updated 4 years ago
- ☆86Updated 5 years ago
- A Multi-Type Multi-Span Network for Reading Comprehension that Requires Discrete Reasoning☆89Updated 5 years ago
- Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)☆154Updated 6 years ago
- Downstream Model Design of Pre-trained Language Model for Relation Extraction Task☆96Updated 2 years ago
- Multi-cell compositional LSTM for NER domain adaptation, code for ACL 2020 paper☆30Updated 4 years ago
- Source code for paper Neural Architectures for Nested NER through Linearization☆91Updated 5 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆137Updated 10 months ago
- DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction☆49Updated 6 years ago
- An Unofficial Pytorch Implementation of Multi-Granularity Hierarchical Attention Fusion Networks for Reading Comprehension and Question A…☆76Updated 4 years ago
- This repo will cover almost all the papers related to Neural Relation Extraction in ACL, EMNLP, COLING, NAACL, AAAI, IJCAI in 2019.☆105Updated 5 years ago
- Source code and dataset for NAACL 2019 paper "Adversarial Training for Weakly Supervised Event Detection".☆72Updated 3 years ago