David M. Schmidt
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dmschmidt.bsky.social
David M. Schmidt
@dmschmidt.bsky.social
110 followers 670 following 25 posts
#NLProc PhD Student & Research Associate at Bielefeld University
Working on: Question Answering over Linked Data, Semantic Web, Lexical Knowledge & Compositionality in AI
https://davidmschmidt.de
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dmschmidt.bsky.social
What a week! I just had the incredible opportunity to attend the International Semantic Web Research Summer School 2025 @isws-summerschool.bsky.social. I hoped for an intense week filled with inspiring keynotes, people and opportunities to present my work - and I got so much more than "just" that!
International Semantic Web Research Summer School 2025 group photo David M. Schmidt presenting the group's work on AI-based cultural heritage metadata enrichment David M. Schmidt presenting his poster on NeoDUDES, a compositional Question Answering system using DUDES David M. Schmidt in front of the beautiful landscape of Bertinoro
June 16, 2025 at 2:24 PM
dmschmidt.bsky.social
🚀 New year, new paper! 🚀

Proud to share our paper "Grammar-constrained decoding for structured information extraction with fine-tuned generative models applied to clinical trial abstracts" has been published at Frontiers in Artificial Intelligence!

🔗 doi.org/10.3389/frai...
Illustration of the baseline model as well as the two adjustments added to that baseline, grammar-constrained decoding and pointer generator-like behavior. Words in boxes represent single tokens, numbers below those boxes symbolize outputs from the decoder, where higher values stand for a higher probability that this is the best next token as estimated by the model. For greedy decoding, the token with the highest value is chosen. For GCD, a filter is applied before, visualized as gray, crossed-out boxes for tokens that are filtered out. Red boxes show the selected token. (A) Greedy decoding (baseline, basic). (B) Grammar-constrained decoding (GCD). (C) Pointer generators + grammar-constrained decoding (ptr).
January 8, 2025 at 4:39 PM
dmschmidt.bsky.social
It has been an exciting week at EKAW 2024 in Amsterdam! Lots of interesting talks, inspiring discussions and entertaining social events! #ekaw2024
David M. Schmidt giving a talk on the paper "Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System" at the 24th International Conference on Knowledge Engineering and Knowledge Management in Amsterdam. David M. Schmidt presenting a poster and a demo on "Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System" at the 24th International Conference on Knowledge Engineering and Knowledge Management in Amsterdam.
November 28, 2024 at 4:47 PM