hitz-zentroa / GoLLIELinks
Guideline following Large Language Model for Information Extraction
☆425Updated last year
Alternatives and similar repositories for GoLLIE
Users that are interested in GoLLIE are comparing it to the libraries listed below
Sorting:
- ☆373Updated 2 years ago
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆168Updated 2 years ago
- Multilingual/multidomain question generation datasets, models, and python library for question generation.☆372Updated last year
- REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 2021).☆554Updated 2 years ago
- Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard☆566Updated 3 months ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆572Updated last week
- Easily embed, cluster and semantically label text datasets☆592Updated last year
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆509Updated last year
- FastFit ⚡ When LLMs are Unfit Use FastFit ⚡ Fast and Effective Text Classification with Many Classes☆214Updated 4 months ago
- SpanMarker for Named Entity Recognition☆465Updated last year
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆567Updated last year
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆446Updated last year
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆196Updated last year
- This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"☆206Updated 3 weeks ago
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆421Updated 2 years ago
- Official code for our paper "An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction" which will be published …☆57Updated 2 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆466Updated last year
- ☆64Updated 7 months ago
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆653Updated last year
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆195Updated last year
- Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)☆482Updated 6 months ago
- ☆325Updated 11 months ago
- Instruct LLMs for flat and nested NER. Fine-tuning Llama and Mistral models for instruction named entity recognition. (Instruction NER)☆87Updated last year
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆184Updated last year
- Code for explaining and evaluating late chunking (chunked pooling)☆487Updated last year
- TopicGPT: A Prompt-Based Framework for Topic Modeling (NAACL'24)☆374Updated 10 months ago
- Generalist and Lightweight Model for Relation Extraction (Extract any relationship types from text)☆255Updated 7 months ago
- Generative Representational Instruction Tuning☆685Updated 7 months ago
- A Simple but Powerful SOTA NER Model | Official Code For Label Supervised LLaMA Finetuning☆152Updated last year
- Forward-Looking Active REtrieval-augmented generation (FLARE)☆664Updated 2 years ago