xmc-aalto / cascadexml
Code for our paper CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification
☆7Updated last year
Alternatives and similar repositories for cascadexml
Users that are interested in cascadexml are comparing it to the libraries listed below
Sorting:
- PECOS - Prediction for Enormous and Correlated Spaces☆536Updated 3 months ago
- LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification☆99Updated 3 years ago
- [NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self…☆203Updated 2 years ago
- Tools for multi-label classification problems.☆127Updated 3 weeks ago
- Paper List for Contrastive Learning for Natural Language Processing☆558Updated 2 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆243Updated 2 years ago
- [ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering☆233Updated 3 weeks ago
- A Label Attention Model for ICD Coding from Clinical Text☆69Updated 2 years ago
- Transformer-based Long Document Classification☆17Updated 2 years ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorch☆262Updated 2 years ago
- ☆131Updated last year
- ☆163Updated 2 years ago
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆138Updated 4 years ago
- PromptBERT: Improving BERT Sentence Embeddings with Prompts☆335Updated last year
- WideMLP for Text Classification☆29Updated 9 months ago
- [ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links☆437Updated 3 years ago
- ☆11Updated last year
- Text Level Graph Neural Network for Text Classification☆47Updated 4 years ago
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆132Updated 2 weeks ago
- SIGIR'21: Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track.☆130Updated 3 years ago
- [WWW 2020] Discriminative Topic Mining via Category-Name Guided Text Embedding☆50Updated 4 years ago
- code for the paper "Zero-Shot Text Classification with Self-Training" for EMNLP 2022☆49Updated last week
- [NeurIPS 2021] WRENCH: Weak supeRvision bENCHmark☆223Updated last year
- The official repository for "Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation", Shen…☆119Updated last year
- ☆291Updated 2 years ago
- ☆127Updated last month
- Hyperbolic Knowledge Graph embeddings.☆252Updated 3 years ago
- ☆272Updated 2 years ago
- Compositional and Parameter-Efficient Representations for Large Knowledge Graphs (ICLR'22)☆142Updated 3 years ago
- Inductive relation prediction by subgraph reasoning, ICML'20☆238Updated 9 months ago