Stepanov's picture

Stepanov

Ihor

·

https://knowledgator.com/

AI & ML interests

Text classification, computational biology, relations extraction, path reasoning

Recent Activity

updated a collection 4 days ago

GLiClass Search Keywords Classificaiton

updated a collection 4 days ago

GLiClass Search Keywords Classificaiton

updated a collection 4 days ago

GLiClass Search Keywords Classificaiton

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Organizations

Ihor's activity

upvoted a paper 20 days ago

GLiNER-biomed: A Suite of Efficient Models for Open Biomedical Named Entity Recognition

Paper • 2504.00676 • Published 21 days ago • 4

upvoted a collection 20 days ago

GLiNER-BioMed

Collection of high-quality GLiNER models tuned for working with biomedical data • 7 items • Updated 21 days ago • 5

upvoted a collection 2 months ago

GLiNER-Biomed-1stg

12 items • Updated Feb 24 • 1

upvoted an article 3 months ago

Article

Train 400x faster Static Embedding Models with Sentence Transformers

Jan 15

• 173

upvoted 4 collections 8 months ago

Domain-specific GLiNER

6 items • Updated Jun 17, 2024 • 7

GLiNER

Knowledgator GLiNER models for information extraction • 8 items • Updated Dec 9, 2024 • 10

Qwen2

Qwen2 language models, including pretrained and instruction-tuned models of 5 sizes, including 0.5B, 1.5B, 7B, 57B-A14B, and 72B. • 39 items • Updated Nov 28, 2024 • 361

GLiNER bi-encoders

Bi-encoder and poly-encoder architectures of GLiNER • 5 items • Updated Sep 10, 2024 • 13

upvoted a collection 9 months ago

LLM2Vec

16 items • Updated Oct 8, 2024 • 46

upvoted a collection 10 months ago

GLiClass

Generalist and Light-weighted Models for Zero-shot Text Classification • 13 items • Updated Sep 17, 2024 • 14

upvoted 2 papers 10 months ago

Building Efficient Universal Classifiers with Natural Language Inference

Paper • 2312.17543 • Published Dec 29, 2023 • 2

GLiNER multi-task: Generalist Lightweight Model for Various Information Extraction Tasks

Paper • 2406.12925 • Published Jun 14, 2024 • 26

upvoted an article 11 months ago

Article

From PyTorch DDP to 🤗 Accelerate to 🤗 Trainer, mastery of distributed training with ease

Oct 21, 2022

• 27

upvoted a paper 12 months ago

NuNER: Entity Recognition Encoder Pre-training via LLM-Annotated Data

Paper • 2402.15343 • Published Feb 23, 2024 • 14

upvoted 2 collections about 1 year ago

Information Extraction Datasets

Collection of datasest for various information extraction tasks. • 3 items • Updated Sep 10, 2024 • 5

Zero-shot text classification models

Collection of the best zero-shot text classification models. Fine-tune them with few examples using LiqFit - https://github.com/Knowledgator/LiqFit. • 9 items • Updated Sep 10, 2024 • 13

upvoted a paper over 1 year ago

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 148