Guideline following Large Language Model for Information Extraction
☆433Oct 27, 2024Updated last year
Alternatives and similar repositories for GoLLIE
Users that are interested in GoLLIE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆1,056Nov 18, 2024Updated last year
- Universal information extraction with instruction learning☆394Feb 28, 2025Updated last year
- Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024☆2,961Mar 19, 2026Updated last week
- Official Repo of paper "KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction". In the paper, we propose …☆114May 28, 2025Updated 9 months ago
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆100Aug 13, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Code for "A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction"☆15Mar 15, 2024Updated 2 years ago
- Zero and Few shot named entity & relationships recognition☆402Sep 17, 2025Updated 6 months ago
- [ACL 2024 Findings] Code implementation of Paper "Rethinking Negative Instances for Generative Named Entity Recognition"☆60Mar 20, 2024Updated 2 years ago
- ☆375Dec 4, 2023Updated 2 years ago
- An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extrac…☆134Jan 17, 2024Updated 2 years ago
- ☆17Nov 14, 2022Updated 3 years ago
- [ACL 23] CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors☆40Dec 14, 2025Updated 3 months ago
- Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)☆259Jun 11, 2025Updated 9 months ago
- [EMNLP2024] Aligning Large Language Models on Information Extraction☆55Nov 4, 2024Updated last year
- NordVPN Threat Protection Pro™ • AdTake your cybersecurity to the next level. Block phishing, malware, trackers, and ads. Lightweight app that works with all browsers.
- 🪞A powerful toolkit for almost all the Information Extraction tasks.☆124Apr 21, 2025Updated 11 months ago
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆212Jan 9, 2025Updated last year
- Linear Relational Embeddings (LREs) and Linear Relational Concepts (LRCs) for LLMs in PyTorch☆10Aug 7, 2024Updated last year
- CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model☆25Apr 27, 2024Updated last year
- Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extraction☆54Jan 2, 2024Updated 2 years ago
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆2,022Jan 15, 2025Updated last year
- Structured Prediction for Entity Linking☆38Aug 2, 2024Updated last year
- Source code and dataset for EMNLP 2022 paper "MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subev…☆91Aug 26, 2023Updated 2 years ago
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆41Dec 22, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- 雅意信息抽取大模型：在百万级人工构造的高质量信息抽取数据上进行指令微调，由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)☆316Aug 8, 2024Updated last year
- Label shift estimation for transfer difficulty with Familiarity.☆10Feb 4, 2025Updated last year
- Official repository of "EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records" (ACL 2024 Fi…☆17Jul 5, 2024Updated last year
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆192Jun 10, 2024Updated last year
- A Paper List of Low-resource Information Extraction☆135Nov 16, 2024Updated last year
- Official code for our paper "An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction" which will be published …☆60Nov 16, 2025Updated 4 months ago
- ☆10Apr 21, 2024Updated last year
- This repository hosts the dataset for the paper Computer Science Named Entity Recognition in the Open Research Knowledge Graph☆21Jan 8, 2024Updated 2 years ago
- Structured Outputs☆13,588Updated this week
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆12Oct 4, 2021Updated 4 years ago
- SMASHED is a toolkit designed to apply transformations to samples in datasets, such as fields extraction, tokenization, prompting, batchi…☆35May 24, 2024Updated last year
- [EMNLP 2023] FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization. Support BART, PEGASUS, T5, mT5, BioBART, etc.☆13Jan 5, 2024Updated 2 years ago
- A list of NLP resources focused on event extraction task☆580Mar 20, 2024Updated 2 years ago
- Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness☆144Aug 17, 2024Updated last year
- EnriCo: Enriched Representation and Globally Constrained Inference for Entity and Relation Extraction☆26May 22, 2024Updated last year
- Unified Structure Generation for Universal Information Extraction☆956Jul 30, 2022Updated 3 years ago