davidberenstein1957 / crosslingual-coreference

A multi-lingual approach to AllenNLP CoReference Resolution along with a wrapper for spaCy.

Hi there 👋

From failing to study medicine ➡️ BSc industrial engineer ➡️ MSc computer scientist.
Life can be strange, so better enjoy it.
I´m sure I do by: 👨🏽‍🍳 Cooking, 👨🏽‍💻 Coding, 🏆 Committing.

Conference slides 📖

• Mastering LLMs - Creating, curating, and cleaning data for LLMs
• 🧼 From GPU-poor to data-rich - data quality practices for LLM fine-tuning
• Deeplearning.ai LLM workshop - get started with Argilla for human- and distilabel for AI feedback
• NLP Healthcare Summit 2023 - Smart Shortcuts for Bootstrapping a Healthcare NER Project
• Anyscale Ray Europe Meetup - Smart shortcuts for Bootstrapping a Text Classification project

employers 👨🏽‍💻

• Argilla(2022-current) - data annotation and monitoring for enterprise NLP
• Pandora Intelligence(2020-2022) - an independent intelligence company, specialized in security risks

open source ⭐️

maintainer 🤓

• concise-concepts - a word similarity approach to few-shot NER
• [🚧 ARCHIVED 🚧]fast-sentence-transformers - wrapper for ONNX speed enhanced sentence-transformers
• classy-classification - a quick and dirty few-shot text classification solution
• crosslingual-coreference - a multi-lingual CoRef resolver using cross-lingual training
• adept-augmentations - a Python library aimed at dissecting and augmenting NER training data
• spacy-setfit - a Python library aimed to facilitate easy SetFit usage in spaCy

contributions 🫱🏾‍🫲🏼

• spaCy - several additions to the spacy-universe
  • spanmarker - added .pipe() method to spaCy integration
  • spacy-dbpedia-spotlight - added a batch processing functionality
  • spacy-fishing - added a batch processing functionality + bug fixes
  • spacy-opentapioca - added a batch processing functionality
• streamlit-url-fragment - resolved Python versioning issues
• allennlp-models - added a batch processing functionality
• mutate - resolved Python versioning issues and added PyPI support
• rebel - added a batch processing functionality
• trl - updated RLHF documentation for PPOTrainer

volunteering 🌍

• Bonfari - small to medium sustainable scale projects in Gambia 🇬🇲
• 510 red-cross - occasional projects to improve humanitarian aid with data

Contacts