declare-lab / RelationPrompt
This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction. The goal of Zero-Shot Relation Triplet Extraction (ZeroRTE) is to extract relation triplets of the format (head entity, tail entity, relation), despite not having annotated data …
☆130Updated last year
Alternatives and similar repositories for RelationPrompt:
Users that are interested in RelationPrompt are comparing it to the libraries listed below
- Code repo for ACL22 paper "DeepStruct: Pretraining of Language Models for Structure Prediction"☆84Updated 2 years ago
- Implementation of Document-level Relation Extraction with Knowledge Distillation and Adaptive Focal Loss☆112Updated 2 years ago
- Named Entity Recognition, Entity Linking, and more☆102Updated 2 months ago
- Code repo for EMNLP21 paper "Zero-Shot Information Extraction as a Unified Text-to-Triple Translation"☆108Updated 10 months ago
- [ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning☆92Updated 2 years ago
- [WWW 2022] KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction☆200Updated last year
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆116Updated 2 years ago
- Source code for "UniRE: A Unified Label Space for Entity Relation Extraction.", ACL2021. It is based on our NERE toolkit (https://github.…☆122Updated 2 years ago
- Source code for paper "EIDER: Empowering Document-level Relation Extraction with Efficient Evidence Extraction and Inference-stage Fusion…☆41Updated 2 years ago
- [ACL 20] TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task☆72Updated 4 years ago
- Source code and dataset for EMNLP 2022 paper "MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subev…☆82Updated last year
- Code for "MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER"☆47Updated 2 years ago
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆92Updated last year
- Event Extraction by Answering (Almost) Natural Questions☆209Updated 2 years ago
- Source code for ACL 2022 Paper "Prompt-based Data Augmentation for Low-Resource NLU Tasks"☆68Updated last year
- ☆37Updated 2 years ago
- Code for "Parallel Instance Query Network for Named Entity Recognition", accepted at ACL 2022.☆75Updated 2 years ago
- a paper reading list on Document level Relation Extraction☆60Updated 3 years ago
- ☆50Updated last year
- source code for {D}ocument-level {R}elation {E}xtraction with {E}vidence-guided {A}ttention {M}echanism☆83Updated last year
- Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction☆217Updated 2 years ago
- ☆113Updated 2 years ago
- A significantly higher label quality version of the popular TACRED dataset☆53Updated 3 years ago
- The 3 baseline methods for few-shot NER tasks☆57Updated 3 years ago
- PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxi…☆105Updated last year
- Implementation for our AAAI2021 paper (Entity Structure Within and Throughout: Modeling Mention Dependencies for Document-Level Relation …☆80Updated 2 years ago
- Code for our NAACL-2022 paper DEGREE: A Data-Efficient Generation-Based Event Extraction Model.☆77Updated 8 months ago
- Bert-based models(BERT, MTB, CP) for relation extraction.☆100Updated 2 years ago
- Prompt Tuning with Rules☆159Updated 2 years ago
- released code for our EMNLP22 paper: UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction☆95Updated last year