ovbystrova / InstructionNERLinks
Unofficial implementation of paper "InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER" (https://arxiv.org/pdf/2203.03903v1.pdf)
☆38Updated last year
Alternatives and similar repositories for InstructionNER
Users that are interested in InstructionNER are comparing it to the libraries listed below
Sorting:
- Unofficial implementation of QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.☆65Updated 3 years ago
- ☆92Updated last year
- PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxi…☆107Updated last year
- A Framework for Textual Entailment based Zero Shot text classification☆153Updated last year
- [NAACL 2022] Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.☆57Updated last year
- Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021☆55Updated 3 years ago
- [ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning☆93Updated 3 years ago
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆119Updated 3 years ago
- NEREL-BIO: A Dataset of Biomedical Abstracts Annotated with Nested Named Entities☆27Updated 6 months ago
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆134Updated 3 months ago
- The official repository for Efficient Long-Text Understanding Using Short-Text Models (Ivgi et al., 2022) paper☆70Updated 2 years ago
- The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.☆63Updated last year
- Collection of scripts to pretrain T5 in unsupervised text, using PyTorch Lightning. CORD-19 pretraining provided as example.☆32Updated 4 years ago
- ☆57Updated 2 years ago
- The code and data for our paper (EMNLP 2023 findings) "Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition".☆35Updated 4 months ago
- This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Sh…☆133Updated 2 years ago
- [EMNLP 2021] Improving and Simplifying Pattern Exploiting Training☆153Updated 3 years ago
- ☆117Updated 3 years ago
- PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models☆110Updated 3 years ago
- Code Roberta version of RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder☆10Updated 2 years ago
- ☆42Updated 5 years ago
- ☆71Updated 4 years ago
- Source code for ACL 2022 paper "Self-contrastive Decorrelation for Sentence Embeddings".☆26Updated 8 months ago
- Research code for "What to Pre-Train on? Efficient Intermediate Task Selection", EMNLP 2021☆37Updated 3 years ago
- Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition [ACL 2022 Findings]☆45Updated 2 years ago
- PyTorch – SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models.☆62Updated 3 years ago
- code for the paper "Zero-Shot Text Classification with Self-Training" for EMNLP 2022☆50Updated 2 months ago
- ☆58Updated 4 years ago
- MINER: Mutual Information based Named Entity Recognition☆38Updated 3 years ago
- Code repo for ACL22 paper "DeepStruct: Pretraining of Language Models for Structure Prediction"☆87Updated 2 years ago