Alibaba-NLP / HiAGM
Hierarchy-Aware Global Model for Hierarchical Text Classification
☆209Updated last year
Related projects ⓘ
Alternatives and complementary repositories for HiAGM
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆296Updated 2 years ago
- Pytorch version of BERT-whitening☆310Updated 3 years ago
- Source code for template-based NER☆209Updated 2 years ago
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆268Updated 2 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆321Updated 5 months ago
- ☆215Updated 2 years ago
- The code for our paper "NSP-BERT: A Prompt-based Zero-Shot Learner Through an Original Pre-training Task —— Next Sentence Prediction"☆224Updated 2 years ago
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆132Updated 6 months ago
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆273Updated last year
- Pytorch-Named-Entity-Recognition-with-transformers☆209Updated 4 years ago
- ☆446Updated 2 years ago
- A Pytorch implementation for NER using BiLSTM-CRF☆133Updated 4 years ago
- The implementation our EMNLP 2021 paper "Enhanced Language Representation with Label Knowledge for Span Extraction".☆114Updated last year
- A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆305Updated 2 years ago
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆539Updated 2 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆529Updated 3 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆373Updated 4 years ago
- Negative sampling for solving the unlabeled entity problem in NER. ICLR-2021 paper: Empirical Analysis of Unlabeled Entity Problem in Nam…☆136Updated 2 years ago
- PromptBERT: Improving BERT Sentence Embeddings with Prompts☆333Updated 11 months ago
- Named Entity Recognition as Dependency Parsing☆349Updated last year
- Pattern-Exploiting Training在中文上的简单实验☆170Updated 4 years ago
- NLP句子编码、句子embedding、语义相似度：BERT_avg、BERT_whitening、SBERT、SmiCSE☆173Updated 2 years ago
- 中文数据集下SimCSE+ESimCSE的实现☆189Updated 2 years ago
- Prompt Tuning with Rules☆157Updated 2 years ago
- Using pre-trained BERT models for Chinese and English NER with 🤗Transformers☆136Updated 4 years ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆661Updated last year
- A PyTorch-based toolkit for natural language processing☆154Updated last year
- Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction☆212Updated 2 years ago
- ☆278Updated 3 years ago
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆389Updated last year