honghanhh / ner-combining-contextual-and-global-features
[ICADL] Named entity recognition architecture combining contextual and global features
☆12Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for ner-combining-contextual-and-global-features
- Finetune multiple pre-trained Transformer-based models to solve Vietnamese Fake News Detection problem (ReINTEL) in VLSP2020 shared task☆18Updated 3 years ago
- BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)☆85Updated 4 months ago
- MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention (EMNLP 2023 - Findings)☆23Updated 4 months ago
- Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data☆100Updated last year
- ☆24Updated 2 years ago
- [ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning☆91Updated 2 years ago
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆113Updated 2 years ago
- ☆31Updated last year
- Machine Reading Comprehension special for the Vietnamese language☆38Updated 2 years ago
- Named Entity Recognition as Dependency Parsing☆39Updated 4 years ago
- BERT CRF model for Name Entity Recognition in pytorch☆28Updated last year
- Code and models for the paper titled "Better Feature Integration for Named Entity Recognition", NAACL 2021.☆30Updated 3 years ago
- ICONIP2021 - A Vietnamese Medical Dataset for IC and NER☆15Updated last year
- An ensemble system with a search engine for relevant document retrieval and a deep learning model (BERT) for machine comprehension in Vie…☆13Updated 5 years ago
- Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning☆59Updated 3 years ago
- A Pytorch implementation of "Scaling Up Open Tagging from Tens to Thousands: Comprehension Empowered Attribute Value Extraction from Prod…☆60Updated 4 years ago
- Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper☆106Updated 3 years ago
- Entity extraction using BERT + CRF for single-tun / multi-turn setting in dialogues☆30Updated 2 years ago
- Keras implementation of graph convolutional networks for sequence labelling☆13Updated 6 years ago
- Prompt-learning methods used BERT4Keras (PET, EFL and NSP-BERT), both for Chinese and English.☆29Updated 2 years ago
- VnDT: A Vietnamese Dependency Treebank☆20Updated 3 years ago
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆124Updated 2 years ago
- Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021☆55Updated 2 years ago
- Showcasing various NLP Downstream tasks Training with pre-trained Language models using Pytorch Lightning☆12Updated 2 years ago
- Named Entity Recognition with Pretrained XLM-RoBERTa☆87Updated 3 years ago
- Code accompanying Coling2020 publication on data augmentation for named entity recognition☆35Updated 3 years ago
- A pytorch implementation of BERT-based relation classification☆152Updated 4 years ago
- ☆10Updated 2 years ago
- GCN and BERT for relation extraction☆17Updated 4 years ago