Martin Potthast

@martin-potthast.com

Professor at the University of Kassel, https://hessian.AI, and https://ScaDS.AI. Member of @webis.de Research in information retrieval #IR, natural language processing #NLP, and artificial intelligence.

Super happy that our paper “Topic-Specific Classifiers are Better Relevance Judges than Prompted LLMs” just won Best Student Paper at #SIGIR2026🏆 It argues against the reflex to reach for an LLM whenever you need relevance judgments. What we found 🧵:

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I am happy to share that I defended my PhD thesis this week. I want to thank all the people I collaborated with and met at conferences and workshops over the years! Especially a big thank you to my PhD supervisor, Matthias Hagen, and to Laura Dietz and Udo Kruschwitz for reviewing my thesis.

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Our paper on self-distillation for training bi-encoders got accepted at #ICTIR2025! By exploiting pretrained encoder capabilities, our approach eliminates expensive teacher models and batch sampling while maintaining the same effectiveness.

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Most reporting on AI examines worst-case systems deployed under the guise of efficiency. But what would a good faith effort at Ethical AI look like? For two years, we’ve been looking over the shoulder of a city trying to do things differently.

We share your concern that LLMs could be prompted to generate responses that are biased in favor of certain products. That is why we are currently organizing a shared task on detecting advertisements in the responses of RAG-based search engines: bsky.app/profile/webi...

Webis Group@webis.de · last yr.

Can LLM-generated ads be blocked? With OpenAI adding shopping options to ChatGPT, this question gains further importance. If you are interested in contributing to the research on LLM-based advertising, please check out our shared task: touche.webis.de/clef25/touch... More details below.

Can LLM-generated ads be blocked? With OpenAI adding shopping options to ChatGPT, this question gains further importance. If you are interested in contributing to the research on LLM-based advertising, please check out our shared task: touche.webis.de/clef25/touch... More details below.

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📢 The Internet Archive needs your help. At a time when information is being rewritten or erased online, a $700 million lawsuit from major record labels threatens to destroy the Wayback Machine. Tell the labels to drop the 78s lawsuit. 👉 Sign our open letter: www.change.org/p/defend-the... 🧵⬇️

Defend the Internet Archive.
Protect the Wayback Machine.
Tell the music labels: Drop the 78s lawsuit.
Sign our open letter on change.org