Christopher Schröder's picture

12 17

Christopher Schröder

cschroeder

·

https://github.com/webis-de/small-text

AI & ML interests

NLP, Active Learning, Text Representations, PyTorch

Recent Activity

upvoted a collection 2 days ago

Models for dataset curation

replied to their post 14 days ago

#EMNLP2024 is happening soon! Unfortunately, I will not be on site, but I will present our poster virtually on Wednesday, Nov 13 (7:45 EST / 13:45 CEST) in Virtual Poster Session 2. In this work, we leverage self-training in an active learning loop in order to train small language models with even less data. Hope to see you there!

upvoted a paper 14 days ago

Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models

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cschroeder's activity

upvoted a collection 2 days ago

Models for dataset curation

7 items • Updated 2 days ago • 17

upvoted a paper 14 days ago

Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models

Paper • 2406.09206 • Published Jun 13 • 1

upvoted a collection 24 days ago

OpenCulture

A multilingual dataset of public domain books and newspapers. • 27 items • Updated 18 days ago • 117

upvoted a collection about 1 month ago

EU20-Benchmarks

Evaluation Benchmarks for 20 European languages. • 5 items • Updated Oct 11 • 4

upvoted an article 2 months ago

Article

AI Policy @🤗: Open ML Considerations in the EU AI Act

Jul 24, 2023

• 2

upvoted a paper 3 months ago

Multi-Layer Transformers Gradient Can be Approximated in Almost Linear Time

Paper • 2408.13233 • Published Aug 23 • 21

upvoted 2 papers 4 months ago

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Paper • 2407.13623 • Published Jul 18 • 52

RETVec: Resilient and Efficient Text Vectorizer

Paper • 2302.09207 • Published Feb 18, 2023 • 3

upvoted a paper 5 months ago

LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs

Paper • 2407.03963 • Published Jul 4 • 15

upvoted a paper 6 months ago

AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets

Paper • 2404.05623 • Published Apr 8 • 3

upvoted a collection 7 months ago

🎧AI Podcasts and Talks!

🤗Cool stuff to listen to at any time! • 10 items • Updated Oct 6, 2023 • 5

upvoted a paper 7 months ago

Small-Text: Active Learning for Text Classification in Python

Paper • 2107.10314 • Published Jul 21, 2021 • 1