few-shot-NER-benchmark / BaselineCode
The 3 baseline methods for few-shot NER tasks
☆56Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for BaselineCode
- ☆37Updated 2 years ago
- ☆65Updated 3 years ago
- Code for "Generating Disentangled Arguments with Prompts: A Simple Event Extraction Framework that Works" (ICASSP 2022)☆51Updated 2 years ago
- Code for "Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition", accepted at ACL 2021.☆102Updated 2 years ago
- ☆34Updated 3 years ago
- Implementation of AAAI 21 paper: Nested Named Entity Recognition with Partially Observed TreeCRFs☆52Updated 3 years ago
- ☆54Updated 2 years ago
- ☆50Updated 3 years ago
- Implementation for Paper "Asking Effective and Diverse Questions: A Machine Reading Comprehension based Framework for Joint Entity-Relati…☆38Updated 4 years ago
- Code for "MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER"☆44Updated 2 years ago
- Codes for "Three Sentences Are All You Need: Local Path Enhanced DocumentRelation Extraction"☆41Updated 2 years ago
- ☆49Updated 4 years ago
- Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)☆43Updated 2 years ago
- Focusing on ACE 2005 data preprocessing, we provide doc-level, sentence-level and BIO-style golden data preprocessing, the only thing you…☆37Updated 3 years ago
- Source code for ACL 2021 paper "CLEVE: Contrastive Pre-training for Event Extraction"☆82Updated last year
- Source code for "UniRE: A Unified Label Space for Entity Relation Extraction.", ACL2021. It is based on our NERE toolkit (https://github.…☆121Updated 2 years ago
- The implementation our EMNLP 2021 paper "Enhanced Language Representation with Label Knowledge for Span Extraction".☆114Updated last year
- The code of "Few-Shot Event Detection with Prototypical Amortized Conditional Random Field", Findings of ACL 2021☆30Updated 3 years ago
- This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆33Updated 3 years ago
- Codes for "Template-free Prompt Tuning for Few-shot NER".☆115Updated last year
- Code for "Parallel Instance Query Network for Named Entity Recognition", accepted at ACL 2022.☆73Updated 2 years ago
- Bert-based models(BERT, MTB, CP) for relation extraction.☆101Updated 2 years ago
- Code for 'Prototypical Representation Learning for Relation Extraction'.☆30Updated 3 years ago
- Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning☆59Updated 3 years ago
- MINER: Mutual Information based Named Entity Recognition☆37Updated 2 years ago
- a paper reading list on Document level Relation Extraction☆60Updated 2 years ago
- Source code for ACL-IJCNLP 2021 Long paper: Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracke…☆102Updated 3 years ago
- Codes for the paper Bipartite Flat-Graph Network for Nested Named Entity Recognition☆64Updated 4 years ago
- Source code for ACL 2021 finding paper: CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction.☆80Updated 2 years ago
- [ACL 2021] MLBiNet: A Cross-Sentence Collective Event Detection Network☆35Updated 2 years ago