ShannonAI / dice_loss_for_NLPLinks
The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`
☆274Updated 2 years ago
Alternatives and similar repositories for dice_loss_for_NLP
Users that are interested in dice_loss_for_NLP are comparing it to the libraries listed below
Sorting:
- ☆221Updated 2 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆376Updated 4 years ago
- Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper☆108Updated 4 years ago
- Pytorch-Named-Entity-Recognition-with-transformers☆210Updated 5 years ago
- Pytorch version of BERT-whitening☆307Updated 3 years ago
- Source code for template-based NER☆212Updated 3 years ago
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆131Updated 3 years ago
- Named Entity Recognition as Dependency Parsing☆349Updated last year
- ☆230Updated 4 years ago
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆106Updated last year
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆128Updated 2 years ago
- Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"☆359Updated 2 years ago
- Negative sampling for solving the unlabeled entity problem in NER. ICLR-2021 paper: Empirical Analysis of Unlabeled Entity Problem in Nam…☆134Updated 3 years ago
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆396Updated last year
- Code for "Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition", accepted at ACL 2021.☆103Updated 3 years ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆676Updated 2 years ago
- Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction☆216Updated 2 years ago
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆274Updated 3 years ago
- The implementation our EMNLP 2021 paper "Enhanced Language Representation with Label Knowledge for Span Extraction".☆114Updated 2 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆299Updated 3 years ago
- 论文复现《Named Entity Recognition as Dependency Parsing》☆130Updated 4 years ago
- The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"☆228Updated 2 years ago
- A Pytorch implementation for NER using BiLSTM-CRF☆139Updated 5 years ago
- Easy Natural Language Processing☆141Updated 2 months ago
- Code associated with the paper **Two are Better Than One: Joint Entity and Relation Extraction with Table-Sequence Encoders**, at EMNLP 2…☆196Updated 3 years ago
- Codes for "Template-free Prompt Tuning for Few-shot NER".☆116Updated 2 years ago
- PromptBERT: Improving BERT Sentence Embeddings with Prompts☆337Updated last year
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆532Updated 4 years ago
- [ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning☆93Updated 2 years ago
- Using pre-trained BERT models for Chinese and English NER with 🤗Transformers☆136Updated 4 years ago