ovbystrova / InstructionNER
Unofficial implementation of paper "InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER" (https://arxiv.org/pdf/2203.03903v1.pdf)
☆37Updated last year
Alternatives and similar repositories for InstructionNER:
Users that are interested in InstructionNER are comparing it to the libraries listed below
- Unofficial implementation of QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.☆65Updated 2 years ago
- NEREL-BIO: A Dataset of Biomedical Abstracts Annotated with Nested Named Entities☆21Updated this week
- PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxi…☆105Updated last year
- The code and data for our paper (EMNLP 2023 findings) "Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition".☆33Updated 9 months ago
- ☆90Updated last year
- Source code for paper "Learning from Noisy Labels for Entity-Centric Information Extraction", EMNLP 2021☆55Updated 3 years ago
- Simple Questions Generate Named Entity Recognition Datasets (EMNLP 2022)☆76Updated last year
- A Framework for Textual Entailment based Zero Shot text classification☆153Updated last year
- Source code for SummaReranker (ACL 2022)☆25Updated last year
- The corresponding code for our paper: A sequence-to-sequence approach for document-level relation extraction.☆63Updated 10 months ago
- Code for our paper accepted at EMNLP 2023 (Findings)☆13Updated last year
- Fusing Heterogeneous Factors with Triaffine Mechanism for Nested Named Entity Recognition [ACL 2022 Findings]☆44Updated 2 years ago
- Structured Prediction as Translation between Augmented Natural Languages☆134Updated 3 years ago
- Instruct LLMs for flat and nested NER. Fine-tuning Llama and Mistral models for instruction named entity recognition. (Instruction NER)☆80Updated 10 months ago
- ☆12Updated 2 years ago
- Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)☆56Updated 2 years ago
- Collection of scripts to pretrain T5 in unsupervised text, using PyTorch Lightning. CORD-19 pretraining provided as example.☆32Updated 3 years ago
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆92Updated last year
- A multi-purpose toolkit for table-to-text generation: web interface, Python bindings, CLI commands.☆55Updated 11 months ago
- The official repository for Efficient Long-Text Understanding Using Short-Text Models (Ivgi et al., 2022) paper☆69Updated last year
- Code for "MELM: Data Augmentation with Masked Entity Language Modeling for Low-Resource NER"☆47Updated 2 years ago
- ☆54Updated 2 years ago
- This repository implements our ACL Findings 2022 research paper RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Sh…☆131Updated last year
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆117Updated 2 years ago
- Repository for ACL'22 paper: Dynamic Latent Extraction for Abstractive Long-Input Summarization☆55Updated last year
- Framework for probing tasks☆26Updated last year
- Efficient Memory-Augmented Transformers☆34Updated 2 years ago
- The corresponding code for our paper: "Exploring the Challenges of Open Domain Multi-Document Summarization". Do not hesitate to open an …☆32Updated last year
- [NAACL 2022] Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.☆57Updated 11 months ago
- Code for "Let's Stop Incorrect Comparisons in End-to-end Relation Extraction!", EMNLP 2020☆22Updated 3 years ago