Christopher Schröder's picture

12 19

Christopher Schröder

cschroeder

·

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

AI & ML interests

NLP, Active Learning, Text Representations, PyTorch

Recent Activity

posted an update 6 days ago

🔥 𝐅𝐢𝐧𝐚𝐥 𝐂𝐚𝐥𝐥 𝐚𝐧𝐝 𝐃𝐞𝐚𝐝𝐥𝐢𝐧𝐞 𝐄𝐱𝐭𝐞𝐧𝐬𝐢𝐨𝐧: Survey on Data Annotation and Active Learning Short summary: We need your support for a web survey in which we investigate how recent advancements in natural language processing, particularly LLMs, have influenced the need for labeled data in supervised machine learning — with a focus on, but not limited to, active learning. See the original post for details. ➡️ Extended Deadline: January 26th, 2025. Please consider participating or sharing our survey! (If you have any experience with supervised learning in natural language processing, you are eligible to participate in our survey.) Survey: https://bildungsportal.sachsen.de/umfragen/limesurvey/index.php/538271

replied to their post 19 days ago

Here’s just one of the many exciting questions from our survey. If these topics resonate with you and you have experience working on supervised learning with text (i.e., supervised learning in Natural Language Processing), we warmly invite you to participate! Survey: https://bildungsportal.sachsen.de/umfragen/limesurvey/index.php/538271 Estimated time required: 5–15 minutes Deadline for participation: January 12, 2025 — ❤️ We’re seeking responses from across the globe! If you know 1–3 people who might qualify for this survey—particularly those in different regions—please share it with them. We’d really appreciate it! #NLProc #ActiveLearning #ML

posted an update 21 days ago

Here’s just one of the many exciting questions from our survey. If these topics resonate with you and you have experience working on supervised learning with text (i.e., supervised learning in Natural Language Processing), we warmly invite you to participate! Survey: https://bildungsportal.sachsen.de/umfragen/limesurvey/index.php/538271 Estimated time required: 5–15 minutes Deadline for participation: January 12, 2025 — ❤️ We’re seeking responses from across the globe! If you know 1–3 people who might qualify for this survey—particularly those in different regions—please share it with them. We’d really appreciate it! #NLProc #ActiveLearning #ML

View all activity

Organizations

cschroeder's activity

upvoted a collection about 2 months ago

Models for dataset curation

9 items • Updated Dec 5, 2024 • 17

upvoted a paper 2 months ago

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

Paper • 2406.09206 • Published Jun 13, 2024 • 1

upvoted 2 collections 3 months ago

OpenCulture

A multilingual dataset of public domain books and newspapers. • 27 items • Updated Nov 6, 2024 • 122

EU20-Benchmarks

Evaluation Benchmarks for 20 European languages. • 5 items • Updated Oct 11, 2024 • 7

upvoted an article 4 months ago

Article

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

Jul 24, 2023

• 2

upvoted a paper 5 months ago

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

Paper • 2408.13233 • Published Aug 23, 2024 • 22

upvoted 3 papers 6 months ago

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Paper • 2407.13623 • Published Jul 18, 2024 • 54

RETVec: Resilient and Efficient Text Vectorizer

Paper • 2302.09207 • Published Feb 18, 2023 • 3

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

Paper • 2407.03963 • Published Jul 4, 2024 • 16

upvoted a paper 7 months ago

AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets

Paper • 2404.05623 • Published Apr 8, 2024 • 3

upvoted a collection 8 months ago

🎧AI Podcasts and Talks!

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

upvoted a paper 9 months ago

Small-Text: Active Learning for Text Classification in Python

Paper • 2107.10314 • Published Jul 21, 2021 • 1