Zero and Few shot named entity & relationships recognition
☆402Sep 17, 2025Updated 7 months ago
Alternatives and similar repositories for zshot
Users that are interested in zshot are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains an easy and intuitive approach to few-shot NER using most similar expansion over spaCy embeddings. Now with enti…☆244Jun 19, 2023Updated 2 years ago
- SpanMarker for Named Entity Recognition☆470Apr 10, 2026Updated 3 weeks ago
- Efficient few-shot learning with Sentence Transformers☆2,724Apr 17, 2026Updated 2 weeks ago
- A spaCy wrapper of Entity-Fishing (component) for named entity disambiguation and linking on Wikidata☆170Nov 7, 2022Updated 3 years ago
- Language model fine-tuning on NER with an easy interface and cross-domain evaluation. "T-NER: An All-Round Python Library for Transformer…☆396May 11, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Leveraging Type Descriptions for Zero-shot Named Entity Recognition and Classification, published in ACL 2021.☆13Apr 29, 2022Updated 4 years ago
- Active Learning for Text Classification in Python☆638Apr 17, 2026Updated 2 weeks ago
- A Python library aimed at dissecting and augmenting NER training data.☆61May 11, 2023Updated 2 years ago
- skweak: A software toolkit for weak supervision applied to NLP tasks☆926Sep 2, 2024Updated last year
- 🦙 Integrating LLMs into structured NLP pipelines☆1,384Mar 27, 2026Updated last month
- Zero-Shot Learning in Named Entity Recognition with Common Sense Knowledge☆17Nov 16, 2021Updated 4 years ago
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets☆4,948Apr 20, 2026Updated last week
- A Python library for calculating a large variety of metrics from text☆363Mar 20, 2026Updated last month
- A spaCy wrapper of OpenTapioca for named entity linking on Wikidata☆96Feb 5, 2026Updated 2 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official implementation of the paper "Towards Zero-Shot Relation Extraction with Attribute Representation Learning."☆57Jun 12, 2023Updated 2 years ago
- ☆10Oct 2, 2024Updated last year
- A Simple Bulk Labelling Tool☆597Jul 29, 2025Updated 9 months ago
- Resources related to EMNLP 2021 paper "FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations"☆13Dec 14, 2021Updated 4 years ago
- Asent is a python library for performing efficient and transparent sentiment analysis using spaCy.☆117Oct 20, 2025Updated 6 months ago
- This repository contains an easy and intuitive approach to few-shot classification using sentence-transformers or spaCy models, or zero-s…☆220Jan 20, 2025Updated last year
- spaCy entry points for Curated Transformers☆32Mar 27, 2026Updated last month
- Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)☆3,105Updated this week
- 💫 SpaCy wrapper for ConceptNet 💫☆96Dec 30, 2025Updated 4 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆10Aug 22, 2023Updated 2 years ago
- Code for "A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction"☆16Mar 15, 2024Updated 2 years ago
- Guideline following Large Language Model for Information Extraction☆434Oct 27, 2024Updated last year
- Code release for Type-Aware Bi-Encoders for Open-Domain Entity Retrieval☆19Sep 24, 2022Updated 3 years ago
- Entity Linker solution☆1,207Sep 21, 2023Updated 2 years ago
- Autoregressive Entity Retrieval☆798Jul 6, 2023Updated 2 years ago
- BOND: BERT-Assisted Open-Domain Name Entity Recognition with Distant Supervision☆291Jun 2, 2021Updated 4 years ago
- Entity Disambiguation as text extraction (ACL 2022)☆182Apr 17, 2022Updated 4 years ago
- spaCy pipeline object for negating concepts in text☆282Apr 20, 2026Updated last week
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Interpretable feature construction from taxonomies for text classification☆18Apr 4, 2022Updated 4 years ago
- Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.☆1,413Aug 30, 2023Updated 2 years ago
- Fuzzy string matching, grouping, and evaluation.☆794Jul 10, 2025Updated 9 months ago
- just a bunch of useful embeddings for scikit-learn pipelines☆524Feb 12, 2026Updated 2 months ago
- This repository contains some of the code used in the paper "Training Language Models with Langauge Feedback at Scale"☆27Mar 30, 2023Updated 3 years ago
- [EMNLP 2023 Demo] fabricator - annotating and generating datasets with large language models.☆110May 16, 2024Updated last year
- A different, but useful, textcat approach.☆18Jul 15, 2024Updated last year