PyTorch implementation of the paper: Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding. Su Zhu, Ruisheng Cao, Lu Chen and Kai Yu.
☆18Nov 10, 2021Updated 4 years ago
Alternatives and similar repositories for few_shot_slot_tagging_and_NER
Users that are interested in few_shot_slot_tagging_and_NER are comparing it to the libraries listed below
Sorting:
- Platform for few-shot natural language processing: Text Classification, Sequene Labeling.☆221Mar 10, 2022Updated 4 years ago
- Jointly encoding word confusion networks (WCNs) and dialogue context with BERT for spoken language understanding (SLU).☆12Jun 12, 2023Updated 2 years ago
- ☆28Jan 6, 2020Updated 6 years ago
- ☆18Mar 11, 2022Updated 3 years ago
- EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment☆18Nov 21, 2020Updated 5 years ago
- Code for paper "Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning"☆20Sep 6, 2021Updated 4 years ago
- ☆17Jul 9, 2021Updated 4 years ago
- Attention-based Induction Networks for Few-Shot Text Classification☆45Jun 3, 2020Updated 5 years ago
- SlotRefine: A Fast Non-Autoregressive Model forJoint Intent Detection and Slot Filling☆48Apr 27, 2021Updated 4 years ago
- The code of "Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering", ECML-PKDD 2020.☆21Dec 8, 2022Updated 3 years ago
- Code used in our ijcai 2019 paper "Story Ending Prediction by Transferable BERT"☆24Nov 21, 2022Updated 3 years ago
- Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning☆62Jan 11, 2021Updated 5 years ago
- Code for ACL22 findings paper: Inverse is Better! Fast and Accurate Prompt for Slot Tagging☆27Jul 13, 2022Updated 3 years ago
- SALNet: Semi-supervised Few-Shot Text Classification with Attention-based Lexicon Construction☆24Jun 18, 2022Updated 3 years ago
- ☆30Sep 2, 2021Updated 4 years ago
- ☆27Jul 25, 2023Updated 2 years ago
- Meta Representation Transformation for Low-resource Cross-lingual Learning☆41May 5, 2021Updated 4 years ago
- Source code of the paper "Attention as Relation: Learning Supervised Multi-head Self-Attention for Relation Extraction, IJCAI 2020."☆28May 23, 2020Updated 5 years ago
- Deep Open Intent Classification with Adaptive Decision Boundary (AAAI 2021)☆78Feb 7, 2022Updated 4 years ago
- Pytorch reimplement of the paper "A Novel Cascade Binary Tagging Framework for Relational Triple Extraction" ACL2020. The original code i…☆208Aug 3, 2020Updated 5 years ago
- Code base for paper "Zero-Shot Cross-Lingual Transfer with Meta Learning"☆35Nov 8, 2024Updated last year
- This repository contains datasets and code for the paper "HINT3: Raising the bar for Intent Detection in the Wild" accepted at EMNLP-2020…☆32Mar 24, 2021Updated 4 years ago
- code for our WWW 2019 paper: "Open-world Learning and Application to Product Classification"☆37Apr 19, 2019Updated 6 years ago
- LongMIT: Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets☆41Sep 30, 2024Updated last year
- Few-shot classification in Named Entity Recognition Task☆80Dec 18, 2018Updated 7 years ago
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆35Dec 8, 2022Updated 3 years ago
- ☆10Oct 20, 2020Updated 5 years ago
- COMET for African languages☆10Jan 24, 2025Updated last year
- ☆12Oct 30, 2022Updated 3 years ago
- 用tf实现各种文本分类模型,并且封装restful接口,可以直接工程化☆33Jul 10, 2019Updated 6 years ago
- Open source code for EMNLP-19 Paper "A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding".☆147Feb 23, 2021Updated 5 years ago
- A list of recent papers about Meta / few-shot learning methods applied in NLP areas.☆231Dec 29, 2020Updated 5 years ago
- implementation for Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering☆10Mar 17, 2022Updated 3 years ago
- 第三方微博客户端swift3练手项目☆10Mar 9, 2017Updated 9 years ago
- The official implementation of InterBERT☆11Oct 18, 2022Updated 3 years ago
- Research project for task-oriented dialogue system with jointly training multi-intent classification and slot filling☆10Sep 11, 2023Updated 2 years ago
- A CNN audio classifier via spectrogram images.☆10Jul 21, 2017Updated 8 years ago
- Repository for AAAI 2024 paper "Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification"☆10Feb 6, 2024Updated 2 years ago
- Regularized latent variable mixed membership modeling☆13Aug 12, 2013Updated 12 years ago