Saad Mahamood
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saad.me.uk
Saad Mahamood
@saad.me.uk
AI Lead at Shopware. Active researcher in the field of Natural Language Generation. Board member of @siggen.bsky.social.

🌐 Homepage: https://saad.me.uk

#NLG #NLP #NLProc.
Now this is something I wish we had in Germany.
November 13, 2025 at 4:24 PM
Reposted by Saad Mahamood
📊 Real-World Summarization: When Evaluation Reaches Its Limits
@patuchen.bsky.social , @tuetschek.bsky.social , @saad.me.uk
aclanthology.org/2025.finding...
For hotel highlights, metrics like word overlap surprisingly match human judgments better than complex methods. LLMs unreliable as evaluators.
Real-World Summarization: When Evaluation Reaches Its Limits
Patrícia Schmidtová, Ondrej Dusek, Saad Mahamood. Findings of the Association for Computational Linguistics: EMNLP 2025. 2025.
aclanthology.org
November 7, 2025 at 8:54 PM
In summary.
October 29, 2025 at 3:13 AM
Presentations are advertisements. Presentations are way of advertising the results of outputs. They should be image heavy and word lite.
October 29, 2025 at 3:10 AM
PhD researchers should be intentional about how they use social media in relation to discussing their work.
October 29, 2025 at 3:07 AM
“A major part as what we do as academics is writing.”
October 29, 2025 at 3:01 AM
It is not just enough to backup your data, but also to keep your research data organised.
October 29, 2025 at 2:54 AM
Always backup your data. You can lose important details that are important to your research.
October 29, 2025 at 2:47 AM
How to make your life as PhD researcher easier with some beneficial tips: “explicit is better than implicit.”
October 29, 2025 at 2:44 AM
And how to manage your relationship with your PhD supervisor.
October 29, 2025 at 2:37 AM
@davehowcroft.com describes the aspects that a PhD student needs to figure out as a researcher.
October 29, 2025 at 2:32 AM
See you there! 😀
October 27, 2025 at 5:39 AM