thunlp / HATT-Proto
Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification
☆186Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for HATT-Proto
- classical model code implementation of few-shot/one-shot lenaring, including siamese network, prototypical network, relation network, ind…☆135Updated 5 years ago
- ACL 2019 paper:Multi-Level Matching and Aggregation Network for Few-Shot Relation Classification☆60Updated 5 years ago
- An attempt at replicating the Induction Network for FewRel data in Tensorflow☆177Updated 5 years ago
- Attention-based Induction Networks for Few-Shot Text Classification☆45Updated 4 years ago
- A Large-Scale Few-Shot Relation Extraction Dataset☆83Updated 5 years ago
- Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning☆113Updated 4 years ago
- DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction☆49Updated 5 years ago
- 论文实现(ACL2019):《Matching the Blanks: Distributional Similarity for Relation Learning》☆154Updated last year
- ☆120Updated 5 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 4 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆119Updated 4 years ago
- code of Relation Classification via Multi-Level Attention CNNs☆177Updated 2 years ago
- supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取☆137Updated 5 years ago
- A neural architecture for relation extraction task implemented in Tensorflow.☆94Updated 6 years ago
- Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)☆154Updated 5 years ago
- Robust Distant Supervision Relation Extraction via Deep Reinforcement Learning☆66Updated 5 years ago
- 复现论文《Few-Shot Text Classification with Induction Network》☆52Updated 5 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆122Updated 4 years ago
- AAAI20 "CopyMTL: Copy Mechanism for Joint Extraction of Entities and Relations with Multi-Task Learning"☆124Updated 4 years ago
- Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism☆200Updated 6 years ago
- Few-shot classification in Named Entity Recognition Task☆79Updated 5 years ago
- Release for acl18 paper "Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism"☆197Updated last year
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆253Updated 3 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆137Updated 4 months ago
- 注意力机制on自然语言处理文章整理笔记☆170Updated 5 years ago
- Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions☆113Updated 3 years ago
- ☆56Updated 5 years ago
- A list of recent papers about Meta / few-shot learning methods applied in NLP areas.☆232Updated 3 years ago
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆105Updated 2 years ago