Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)
☆44Apr 7, 2022Updated 3 years ago
Alternatives and similar repositories for fewNER
Users that are interested in fewNER are comparing it to the libraries listed below
Sorting:
- MINER: Mutual Information based Named Entity Recognition☆38May 24, 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
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆131May 13, 2022Updated 3 years ago
- Source code for template-based NER☆213Dec 22, 2021Updated 4 years ago
- ☆13May 19, 2021Updated 4 years ago
- “Data Augmentation for Cross-Domain Named Entity Recognition” (EMNLP 2021)☆20Apr 4, 2022Updated 3 years ago
- ☆20Nov 30, 2021Updated 4 years ago
- Code for the paper "Learning Variational Word Masks to Improve the Interpretability of Neural Text Classifiers"☆18Dec 15, 2020Updated 5 years ago
- ☆21Oct 26, 2021Updated 4 years ago
- ☆10Feb 17, 2019Updated 7 years ago
- Linear Relational Embeddings (LREs) and Linear Relational Concepts (LRCs) for LLMs in PyTorch☆10Aug 7, 2024Updated last year
- Source code for ACL 2022 Paper "Prompt-based Data Augmentation for Low-Resource NLU Tasks"☆71Mar 30, 2023Updated 2 years ago
- Our paper is titled "NUS-IDS at FinCausal 2021: Dependency Tree in Graph Neural Networks for better Cause-Effect Span Detection".☆13Feb 11, 2022Updated 4 years ago
- ☆13Jul 8, 2020Updated 5 years ago
- Deep Counterfactual Prediction with Categorical Backward Variables☆12Feb 8, 2023Updated 3 years ago
- ☆10Jul 5, 2023Updated 2 years ago
- ☆10Sep 27, 2021Updated 4 years ago
- Robust Self-augmentation for NER with Meta-reweighting☆29Nov 8, 2022Updated 3 years ago
- [ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling☆72Nov 23, 2022Updated 3 years ago
- ☆15Nov 19, 2021Updated 4 years ago
- CEVAE with VampPrior☆11Jul 18, 2018Updated 7 years ago
- RuNNE☆12Jul 17, 2024Updated last year
- Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition [ACL 2022 Findings]☆44Feb 21, 2023Updated 3 years ago
- Code for "SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition", accepted at COLING 2022.☆12Nov 25, 2022Updated 3 years ago
- Code for paper "CrossFit : A Few-shot Learning Challenge for Cross-task Generalization in NLP" (https://arxiv.org/abs/2104.08835)☆113Apr 28, 2022Updated 3 years ago
- Code for "MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER"☆48Jun 18, 2022Updated 3 years ago
- The source code for paper: HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition☆11Jan 11, 2024Updated 2 years ago
- Code for our TSD paper "TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models"☆14Aug 19, 2022Updated 3 years ago
- ☆11Oct 3, 2021Updated 4 years ago
- Code for paper "When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data"☆14Feb 16, 2021Updated 5 years ago
- Code of the CMNLN model☆13Nov 6, 2021Updated 4 years ago
- A Pytorch implementation of "Deep Learning with Logged Bandit Feedback"☆10Aug 22, 2018Updated 7 years ago
- Pure Python implementations of the language models for information retrieval surveyed here: https://dl.acm.org/doi/10.1145/383952.384019.☆13Dec 11, 2019Updated 6 years ago
- Implementation of experiments in paper "Learning from Rules Generalizing Labeled Exemplars" to appear in ICLR2020 (https://openreview.net…☆50Feb 28, 2023Updated 3 years ago
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆119Jun 14, 2022Updated 3 years ago
- Advances of few-shot learning, especially for NLP applications.☆32Jan 8, 2023Updated 3 years ago
- Prompt-learning methods used BERT4Keras (PET, EFL and NSP-BERT), both for Chinese and English.☆30Oct 12, 2022Updated 3 years ago
- The code of CIKM 2023 (Oral Presentation) : A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NE…☆14Jul 19, 2024Updated last year
- Learn to Synthesize and Synthesize to Learn☆14Sep 3, 2018Updated 7 years ago