Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)
☆32Jun 21, 2025Updated last year
Alternatives and similar repositories for MICoL
Users that are interested in MICoL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MATCH: Metadata-Aware Text Classification in A Large Hierarchy (WWW'21)☆117Apr 2, 2024Updated 2 years ago
- Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding (Findings of EMNLP'23)☆11Aug 24, 2024Updated last year
- The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study (WWW'23)☆67May 27, 2023Updated 3 years ago
- Minimally Supervised Categorization of Text with Metadata (SIGIR'20)☆47Apr 2, 2024Updated 2 years ago
- HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)☆59Apr 2, 2024Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds (NAACL'22)☆17Feb 18, 2025Updated last year
- [NeurIPS 2022] Generating Training Data with Language Models: Towards Zero-Shot Language Understanding☆70Sep 18, 2022Updated 3 years ago
- Social Bot-Aware Graph Neural Network for Early Rumor Detection☆29Nov 1, 2022Updated 3 years ago
- The source code used for paper "Effective Seed-Guided Topic Discovery by Integrating Multiple Types of Contexts", in WSDM 2023.☆14May 27, 2023Updated 3 years ago
- Top-K Influential Nodes in Social Networks: A Game Perspective (SIGIR'17)☆39Apr 2, 2024Updated 2 years ago
- Code for paper OA-Mine: Open-World Attribute Mining for E-Commerce Products with Weak Supervision☆30May 9, 2022Updated 4 years ago
- Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. NAACL 2021. https://arxiv.org/abs…☆20May 28, 2021Updated 5 years ago
- ALIGNIE: Few-Shot Fine-Grained Entity Typing with Automatic Label Interpretation and Instance Generation☆20Dec 12, 2022Updated 3 years ago
- Code for NAACL 2022 paper "Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification"☆25Oct 13, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings☆19Nov 24, 2021Updated 4 years ago
- [KDD 2020] Hierarchical Topic Mining via Joint Spherical Tree and Text Embedding☆57Feb 14, 2021Updated 5 years ago
- Code for paper "Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation" EMNLP 2021 and "…☆18Feb 15, 2022Updated 4 years ago
- ☆10Sep 27, 2021Updated 4 years ago
- Syntax-aware Word Mover’s Distance for Sentence Similarity Modeling☆20Nov 6, 2023Updated 2 years ago
- Dataset, models, and code for paper "CiteSum: Citation Text-guided Scientific Extreme Summarization and Low-resource Domain Adaptation", …☆34Jul 8, 2022Updated 4 years ago
- Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings (EMNLP 2022 paper)☆78Dec 29, 2025Updated 6 months ago
- Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)☆71Jul 23, 2023Updated 2 years ago
- ☆16Oct 21, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆139May 14, 2024Updated 2 years ago
- Transfer Learning of Graph Neural Networks with Ego-graph Information Maximization (NeurIPS 21')☆23Dec 9, 2021Updated 4 years ago
- GRUEN for Evaluating Linguistic Quality of Generated Text (EMNLP 2020 Findings)☆29Mar 26, 2025Updated last year
- Code and data release for the paper "TwHIN-BERT: A Socially-Enriched Pre-trained Language Model for Multilingual Tweet Representations"☆29Jul 31, 2023Updated 2 years ago
- The source code for SetExpan framework, published in ECML-PKDD 2017☆33Nov 22, 2021Updated 4 years ago
- ☆17Sep 5, 2023Updated 2 years ago
- ☆19Nov 8, 2022Updated 3 years ago
- Code implementation for paper "On the Efficacy of Small Self-Supervised Contrastive Models without Distillation Signals".☆17Dec 15, 2021Updated 4 years ago
- LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification☆99Mar 17, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆252Sep 30, 2022Updated 3 years ago
- Learning from Neighbors: Unsupervised Text Classification☆17Sep 27, 2022Updated 3 years ago
- The source code used for self-supervised taxonomy expansion method TaxoExpan, published in WWW 2020☆78Nov 26, 2021Updated 4 years ago
- [EMNLP 2020] Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs☆17Jun 5, 2022Updated 4 years ago
- ☆11Aug 23, 2022Updated 3 years ago
- ☆12Oct 26, 2023Updated 2 years ago
- Optimization results for superconducting electronic (SCE) circuits☆19Dec 5, 2023Updated 2 years ago