whitepurple / HBM-loss-for-HTC
[ACL 2024 Findings] Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification
☆14Updated 6 months ago
Alternatives and similar repositories for HBM-loss-for-HTC:
Users that are interested in HBM-loss-for-HTC are comparing it to the libraries listed below
- ☆15Updated last year
- Code for ACL 2023 paper "HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification"☆36Updated last year
- ☆21Updated 3 years ago
- The code for our paper "Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification”☆15Updated 2 years ago
- ACL 2022(findings): A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings☆18Updated 3 years ago
- A curated list of papers for multi-label classification.☆71Updated 11 months ago
- [EMNLP 2024] This is the code for our paper "BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers".☆21Updated 7 months ago
- ☆35Updated last year
- WideMLP for Text Classification☆29Updated 8 months ago
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆46Updated 2 years ago
- EMNLP'2023 (Findings): Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!☆42Updated last year
- ☆13Updated last year
- The official repo of TimeLlama, an instruction-finetuned Llama2 series that improve complex temporal reasoning ability.☆36Updated last year
- ConTextual Mask Auto-Encoder for Dense Passage Retrieval☆35Updated 5 months ago
- Collection of scripts to pretrain T5 in unsupervised text, using PyTorch Lightning. CORD-19 pretraining provided as example.☆32Updated 4 years ago
- The source code of paper "PAIR-LEVEL SUPERVISED CONTRASTIVE LEARNING FOR NATURAL LANGUAGE INFERENCE" at ICASSP 2022.☆48Updated last year
- [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation☆21Updated 6 months ago
- Supervised Contrastive Learning for Downstream Optimized Sequence Representations☆27Updated 3 years ago
- ☆61Updated 2 years ago
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆117Updated 2 years ago
- [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models☆17Updated last year
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆66Updated last year
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆94Updated last year
- ☆23Updated last year
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Updated 2 years ago
- ☆35Updated 2 years ago
- Repo for ACL2023 paper "Plug-and-Play Knowledge Injection for Pre-trained Language Models"☆60Updated last year
- [AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.☆12Updated 2 years ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆88Updated 2 months ago
- Implementation of "RankCSE: Unsupervised Sentence Representation Learning via Learning to Rank" (ACL 2023)☆47Updated last year