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Christopher Schröder

@cschroeder.bsky.social
1K followers 2.8K following 60 posts

PhD Candidate @ Leipzig University. Active Learning, Text Classification and LLMs. Check out my active learning library: small-text. #NLP #NLProc #ActiveLearning #LLM #ML #AI

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Christopher Schröder @cschroeder.bsky.social · 01/06/2025
Oh no, what happened to Argilla? @hf.co Could you explain what's going on? It has barely been a year since you bought it. #nlproc #nlp #ml
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Christopher Schröder @cschroeder.bsky.social · 27/12/2024
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!
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Christopher Schröder @cschroeder.bsky.social · 15/12/2024
💙 𝗗𝗮𝘁𝗮 𝗔𝗻𝗻𝗼𝘁𝗮𝘁𝗶𝗼𝗻 𝗕𝗼𝘁𝘁𝗹𝗲𝗻𝗲𝗰𝗸 𝗮𝗻𝗱 𝗔𝗰𝘁𝗶𝘃𝗲 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗳𝗼𝗿 𝗡𝗟𝗣 𝗶𝗻 𝘁𝗵𝗲 𝗘𝗿𝗮 𝗼𝗳 𝗟𝗟𝗠𝘀 💡 Have you ever had to overcome a lack of labeled data to deal with an NLP task? We are conducting a survey to explore the strategies used to overcome this bottleneck. #NLP #ML
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Christopher Schröder @cschroeder.bsky.social · 24/11/2024
🐣 New release: small-text v2.0.0.dev1 With Small Language Models on the rise, the new version of small-text has been long overdue! Despite the generative AI hype, many real-world tasks still rely on supervised learning—which is reliant on labeled data. #activelearning #nlproc #nlp #llms
A screenshot showing part of the readme file of the small-text software. small-text offers active learning for text classification in Python.
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Christopher Schröder @cschroeder.bsky.social · 22/09/2024
🎉 Happy to share that our paper got accepted to #EMNLP 2024 Main! Stay tuned for more updates! 🚀 Preprint: arxiv.org/pdf/2406.09206
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