code for EMNLP 2022 paper Better Few-Shot Relation Extraction with Label Prompt Dropout
☆26Nov 8, 2024Updated last year
Alternatives and similar repositories for LPD
Users that are interested in LPD are comparing it to the libraries listed below
Sorting:
- [Findings of EMNLP 2022] Code of paper Generative Prompt Tuning for Relation Classification. https://arxiv.org/abs/2210.12435☆20May 7, 2023Updated 2 years ago
- ☆15Oct 6, 2022Updated 3 years ago
- A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction☆19May 30, 2022Updated 3 years ago
- [EMNLP 2022 Findings] Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study☆34Feb 23, 2024Updated 2 years ago
- Enhancing Document-level Relation Extraction by Entity Knowledge Injection, ISWC 2022☆14Jul 20, 2022Updated 3 years ago
- [ACL 2023] Contextual Distortion Reveals Constituency: Mask Language Models are Implicit Parsers.☆14Jun 3, 2023Updated 2 years ago
- [EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction☆22Jan 28, 2024Updated 2 years ago
- Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning☆62Jan 11, 2021Updated 5 years ago
- Code for 'Prototypical Representation Learning for Relation Extraction'.☆30May 10, 2021Updated 4 years ago
- ☆17Nov 28, 2022Updated 3 years ago
- Source code for NAACL 2022 paper: Relation-Specific Attentions over Entity Mentions for Enhanced Document-Level Relation Extraction☆17May 9, 2022Updated 3 years ago
- Code and data for EMNLP 2023 paper "RAPL: A Relation-Aware Prototype Learning Approach for Few-Shot Document-Level Relation Extraction"☆16Mar 6, 2024Updated last year
- Code for paper: A Neural Span-Based Continual Named Entity Recognition Model☆18Dec 11, 2023Updated 2 years ago
- ☆15Oct 30, 2023Updated 2 years ago
- PyTorch implementation for NAACL 2022 paper: "Document-Level Relation Extraction with Sentences Importance Estimation and Focusing"☆17Apr 29, 2022Updated 3 years ago
- One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning☆39Jul 1, 2023Updated 2 years ago
- [EMNLP 2023] Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models☆17Oct 30, 2023Updated 2 years ago
- 面向金融领域的小样本跨类迁移事件抽取 第三名 方案及代码☆17Dec 23, 2020Updated 5 years ago
- ☆17Dec 28, 2022Updated 3 years ago
- Bert + PCNN and PCNN 中文关系抽取任务☆19Dec 30, 2022Updated 3 years ago
- code for paper Revisiting the Negative Data of Distantly Supervised Relation Extraction☆20Feb 22, 2022Updated 4 years ago
- SAIS: Supervising and Augmenting Intermediate Steps for Document-Level Relation Extraction☆20Oct 10, 2022Updated 3 years ago
- ☆24May 8, 2021Updated 4 years ago
- [ACL 2023] Learning Multi-step Reasoning by Solving Arithmetic Tasks. https://arxiv.org/abs/2306.01707☆24Jun 7, 2023Updated 2 years ago
- Code for paper "Prompt-Based Metric Learning for Few-shot NER".☆23Nov 14, 2023Updated 2 years ago
- This is code for Joint Multimodal Entity-Relation Extraction Based on Edge-enhanced Graph Alignment Network and Word-pair Relation Taggin…☆65Mar 16, 2024Updated last year
- 关系抽取☆60Jun 21, 2023Updated 2 years ago
- Official homepage for Tab-CoT: Zero-shot Tabular Chain of Thought (Findings of ACL 2023)☆33May 31, 2023Updated 2 years ago
- [EMNLP 2022] Summarization as Indirect Supervision for Relation Extraction (SuRE)☆28Nov 22, 2022Updated 3 years ago
- Advances of few-shot learning, especially for NLP applications.☆32Jan 8, 2023Updated 3 years ago
- This code is the source code of our paper "Entity Concept-enhanced Few-shot Relation Extraction" in the ACL2021☆34Feb 3, 2023Updated 3 years ago
- The code and data for our paper (EMNLP 2023 findings) "Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition".☆35Jul 17, 2025Updated 7 months ago
- [EMNLP 2022] Differentiable Data Augmentation for Contrastive Sentence Representation Learning. https://arxiv.org/abs/2210.16536☆40Nov 1, 2022Updated 3 years ago
- A python library / model for creating co-references between AMR graph nodes.☆11Dec 11, 2022Updated 3 years ago
- Source code for paper "EIDER: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion…☆42Apr 1, 2022Updated 3 years ago
- pytorch版损失 函数,改写自科学空间文章,【通过互信息思想来缓解类别不平衡问题】、【将“softmax+交叉熵”推广到多标签分类问题】☆12Aug 22, 2021Updated 4 years ago
- ☆38Jul 13, 2020Updated 5 years ago
- Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)☆44Apr 7, 2022Updated 3 years ago
- ☆38Dec 11, 2022Updated 3 years ago