Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. NAACL 2021. https://arxiv.org/abs/2104.11882
☆20May 28, 2021Updated 4 years ago
Alternatives and similar repositories for IncrementalFSTC
Users that are interested in IncrementalFSTC are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆16Apr 9, 2021Updated 5 years ago
- ☆23Aug 7, 2020Updated 5 years ago
- ☆19Jul 25, 2023Updated 2 years ago
- ☆11May 23, 2023Updated 2 years ago
- ☆63Sep 8, 2021Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- (Accepted By EMNLP2022 main long)SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition☆13Oct 30, 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
- Few-Shot Text Classification with Induction Network☆18Apr 23, 2020Updated 5 years ago
- Code of paper Exploring Task Difficulty for Few-Shot Relation Extraction. https://arxiv.org/abs/2109.05473☆35Sep 12, 2021Updated 4 years ago
- Attention-based Induction Networks for Few-Shot Text Classification☆45Jun 3, 2020Updated 5 years ago
- Code for EMNLP2019 paper : "Benchmarking zero-shot text classification: datasets, evaluation and entailment approach"☆18Jul 9, 2022Updated 3 years ago
- Unifew: Unified Fewshot Learning Model☆18Sep 10, 2021Updated 4 years ago
- Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model☆18Aug 2, 2021Updated 4 years ago
- Advances of few-shot learning, especially for NLP applications.☆32Jan 8, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for our EMNLP 2020 paper "Uncertainty-Aware Label Refinement for Sequence Labeling"☆22Oct 4, 2020Updated 5 years ago
- Repository for ACL2021 paper: <Zero-shot Event Extraction via Transfer Learning: Challenges and Insights>.☆30Jan 5, 2023Updated 3 years ago
- Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)☆32Jun 21, 2025Updated 9 months ago
- The source code and dataset for our paper "Integrating Relation Constraints with Neural Relation Extractors" which is publicated at AAAI …☆15Mar 25, 2020Updated 6 years ago
- Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)☆44Apr 7, 2022Updated 4 years ago
- Official implementation for ACL2021 Oral Paper: "OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classifica…☆13May 24, 2021Updated 4 years ago
- ☆10Oct 10, 2022Updated 3 years ago
- ☆13May 19, 2021Updated 4 years ago
- The source code of paper "Semi-supervised Relation Extraction via Incremental Meta Self-Training"☆22Oct 7, 2020Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Learning from Neighbors: Unsupervised Text Classification☆17Sep 27, 2022Updated 3 years ago
- Code for "Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning" published at AC…☆23Nov 13, 2022Updated 3 years ago
- Code and datasets for EMNLP 2022 paper: Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Repr…☆19Jan 1, 2024Updated 2 years ago
- ☆24May 22, 2023Updated 2 years ago
- Learning To Compare For Text , Few shot learning in text classification☆42May 23, 2020Updated 5 years ago
- The code of "Few-Shot Event Detection with Prototypical Amortized Conditional Random Field", Findings of ACL 2021☆30Oct 9, 2021Updated 4 years ago
- An original implementation of "Noisy Channel Language Model Prompting for Few-Shot Text Classification"☆131Apr 23, 2022Updated 3 years ago
- Codes for the paper "Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation"☆14Nov 24, 2022Updated 3 years ago
- ☆42Sep 14, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- [EMNLP 2021] MuVER: Improving First-Stage Entity Retrieval with Multi-View Entity Representations☆31May 23, 2022Updated 3 years ago
- A Neural Two-Stage Approach for Recognizing Discontiguous Entities (EMNLP 2019)☆11Aug 27, 2019Updated 6 years ago
- Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning☆112Aug 6, 2020Updated 5 years ago
- Modified version of T5-DST for Dialogue State Tracking.☆19Dec 10, 2021Updated 4 years ago
- Code for Repl4NLP paper "A Cross-Task Analysis of Text Span Representations"☆21Nov 4, 2022Updated 3 years ago
- ☆16Jan 4, 2022Updated 4 years ago
- Source code for paper "Looking Beyond Label Noise: Shifted Label Distribution Matters in Distantly Supervised Relation Extraction" (EMNLP…☆39Oct 29, 2019Updated 6 years ago