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 2 years ago
- ☆91Updated last year
- The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.☆63Updated last year
- PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxi…☆107Updated last year
- NEREL-BIO: A Dataset of Biomedical Abstracts Annotated with Nested Named Entities☆25Updated 3 months ago
- A Framework for Textual Entailment based Zero Shot text classification☆152Updated last year
- Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021☆55Updated 3 years ago
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆60Updated 8 months ago
- ☆57Updated 2 years ago
- Collection of scripts to pretrain T5 in unsupervised text, using PyTorch Lightning. CORD-19 pretraining provided as example.☆32Updated 4 years ago
- [NAACL 2022] Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.☆57Updated last year
- PERFECT: Prompt-free and Efficient Few-shot Learning with Language Models☆109Updated 3 years ago
- Code Roberta version of RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder☆10Updated 2 years ago
- Bi-encoder entity linking architecture☆49Updated 11 months ago
- The official repository for Efficient Long-Text Understanding Using Short-Text Models (Ivgi et al., 2022) paper☆69Updated 2 years ago
- A extension of Transformers library to include T5ForSequenceClassification class.☆40Updated 2 years ago
- CrossRE: A Cross-Domain Dataset for Relation Extraction (Findings of EMNLP 2022)☆49Updated last year
- ☆45Updated 3 years ago
- ☆12Updated 3 years ago
- This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Sh…☆133Updated 2 years ago
- The code and data for our paper (EMNLP 2023 findings) "Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition".☆34Updated last month
- Instruct LLMs for flat and nested NER. Fine-tuning Llama and Mistral models for instruction named entity recognition. (Instruction NER)☆85Updated last year
- Code repo for ACL22 paper "DeepStruct: Pretraining of Language Models for Structure Prediction"☆87Updated 2 years ago
- Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations☆134Updated 3 weeks ago
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆118Updated 3 years ago
- The data and the PyTorch implementation for the models and experiments in the paper "Exploiting Asymmetry for Synthetic Training Data Gen…☆63Updated 2 years ago
- ☆53Updated 3 years ago
- Zero-Shot Learning in Named Entity Recognition with Common Sense Knowledge☆17Updated 3 years ago
- Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction☆53Updated last year
- Entity Linking & discovery solution. Agarwal et al., "Entity Linking via Explicit Mention-Mention Coreference Modeling", NAACL 2022.☆27Updated last year