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 3 years ago
- Pytorch version of BERT-whitening☆309Updated 3 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆300Updated 3 years ago
- The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"☆229Updated 2 years ago
- Source code for template-based NER☆213Updated 3 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆378Updated 5 years ago
- Data augmentation for NLP, accepted at EMNLP 2021 Findings☆105Updated last year
- The implementation our EMNLP 2021 paper "Enhanced Language Representation with Label Knowledge for Span Extraction".☆114Updated 2 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆224Updated 2 years ago
- ☆202Updated 2 years ago
- ☆132Updated 2 years ago
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆357Updated 5 years ago
- PromptBERT: Improving BERT Sentence Embeddings with Prompts☆340Updated last year
- Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper☆108Updated 4 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 associated with the Don't Stop Pretraining ACL 2020 paper☆536Updated 3 years ago
- Pytorch-Named-Entity-Recognition-with-transformers☆210Updated 5 years ago
- 该repo可用于将OntoNotes-5.0转换为Conll格式☆132Updated 2 years ago
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆130Updated 3 years ago
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆274Updated 3 years ago
- Named Entity Recognition as Dependency Parsing☆350Updated 2 years ago
- Easy Natural Language Processing☆143Updated 5 months ago
- Source code for "UniRE: A Unified Label Space for Entity Relation Extraction.", ACL2021. It is based on our NERE toolkit (https://github.…☆122Updated 3 years ago
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆396Updated 2 years ago
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆137Updated last year
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆534Updated 4 years ago
- Code for "Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition", accepted at ACL 2021.☆104Updated 3 years ago
- Winner system (DAMO-NLP) of SemEval 2022 MultiCoNER shared task over 10 out of 13 tracks.☆185Updated 2 years ago
- IJCAI 2021 Tutorial & code for Retrospective Reader for Machine Reading Comprehension (AAAI 2021)☆364Updated 2 years ago
- ☆236Updated 4 years ago