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 7 days ago

💡𝗟𝗼𝗼𝗸𝗶𝗻𝗴 𝗳𝗼𝗿 𝘀𝘂𝗽𝗽𝗼𝗿𝘁: 𝗛𝗮𝘃𝗲 𝘆𝗼𝘂 𝗲𝘃𝗲𝗿 𝗵𝗮𝗱 𝘁𝗼 𝗼𝘃𝗲𝗿𝗰𝗼𝗺𝗲 𝗮 𝗹𝗮𝗰𝗸 𝗼𝗳 𝗹𝗮𝗯𝗲𝗹𝗲𝗱 𝗱𝗮𝘁𝗮 𝘁𝗼 𝗱𝗲𝗮𝗹 𝘄𝗶𝘁𝗵 𝗮𝗻 𝗡𝗟𝗣 𝘁𝗮𝘀𝗸? Are you working on Natural Language Processing tasks and have faced the challenge of a lack of labeled data before? 𝗪𝗲 𝗮𝗿𝗲 𝗰𝘂𝗿𝗿𝗲𝗻𝘁𝗹𝘆 𝗰𝗼𝗻𝗱𝘂𝗰𝘁𝗶𝗻𝗴 𝗮 𝘀𝘂𝗿𝘃𝗲𝘆 to explore the strategies used to address this bottleneck, especially in the context of recent advancements, including but not limited to large language models. The survey is non-commercial and conducted solely for academic research purposes. The results will contribute to an open-access publication that also benefits the community. 👉 With only 5–15 minutes of your time, you would greatly help to investigate which strategies are used by the #NLP community to overcome a lack of labeled data. ❤️How you can help even more: If you know others working on supervised learning and NLP, please share this survey with them—we’d really appreciate it! Survey: https://bildungsportal.sachsen.de/umfragen/limesurvey/index.php/538271 Estimated time required: 5–15 minutes Deadline for participation: January 12, 2025 #NLP #ML

liked a Space 14 days ago

data-is-better-together/fineweb-c

liked a model 24 days ago

PleIAs/celadon

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cschroeder's activity

upvoted a collection about 1 month ago

Models for dataset curation

9 items • Updated 20 days ago • 17

upvoted a paper about 1 month 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 about 2 months ago

OpenCulture

A multilingual dataset of public domain books and newspapers. • 27 items • Updated Nov 6 • 121

upvoted a collection 2 months ago

EU20-Benchmarks

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

upvoted an article 3 months ago

Article

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

Jul 24, 2023

• 2

upvoted a paper 4 months ago

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

Paper • 2408.13233 • Published Aug 23 • 21

upvoted 2 papers 5 months ago

Scaling Laws with Vocabulary: Larger Models Deserve Larger Vocabularies

Paper • 2407.13623 • Published Jul 18 • 53

RETVec: Resilient and Efficient Text Vectorizer

Paper • 2302.09207 • Published Feb 18, 2023 • 3

upvoted a paper 6 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 7 months ago

AnchorAL: Computationally Efficient Active Learning for Large and Imbalanced Datasets

Paper • 2404.05623 • Published Apr 8 • 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 8 months ago

Small-Text: Active Learning for Text Classification in Python

Paper • 2107.10314 • Published Jul 21, 2021 • 1