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Remember this study about how LLM generated research ideas were rated to be more novel than expert-written ones? We find a large fraction of such LLM generated proposals (≥ 24%) to be skillfully plagiarized, bypassing inbuilt plagiarism checks and unsuspecting experts. A 🧵

👋Dear all, We received a record number of submissions for #ACL2025NLP Industry Track and need more reviewers than previously anticipated. Big thanks to everyone who has already volunteered earlier. Please share your contact information via the form below. We will add

We are excited to announce the second keynote speaker DAIS@ICDE2025: Eser Kandogan, Principal Research Engineer Megagon Labs. Eser Kandogan 🇺🇦's talk will focus on challenges and opportunities in building multi-agent platforms for enterprises.

How do we ensure that agentic workflows are consistent, reliable, and transparent across a wide variety of enterprise use cases? Enter Blue Check out the v0.9 release of Blue, an open-source framework aimed to deliver these goals effortlessly. #LLMs #AIAgents #RAG #Enterprise

The list of accepted papers at the DAIS workshop has been published: dais-workshop-icde.github.io

The tentative program for DAIS IEEE ICDE Conference has been published: dais-workshop-icde.github.io

The DAIS Worshop@ICDE2025 is less than 24hrs away. If you are attending ICDE, do attend this very timely workshop aimed at exploring innovative approaches towards building compound AI systems in the era of #LLMs. We have an amazing cast of keynote speakers and panelists 🧵

[2/n] Eser Kandogan 🇺🇦 will deliver the first keynote sharing lessons learned from building agentic systems in the wild while discussing research opportunities for the data management, AI, systems, and HCI communities.

Eser Kandogan 🇺🇦 [3/n] Our second keynote speaker Ziawasch Abedjan TU Berlin will dissscuss the impact of AI Technologies such as foundation models and agentic systems on data integration research and provide insights into navigating this rapidly evolving landscape.

Eser Kandogan 🇺🇦 TU Berlin [4/n] We also have an exciting panel where the keynote spearkers will be joined by estevamhruschka, Arpit Narechania, and Kaustubh Beedkar to discuss opportunities and challenges in developing scalable, responsible, and reliable application of agentic systems.

Eser Kandogan 🇺🇦 TU Berlin estevamhruschka Arpit Narechania Kaustubh Beedkar [5/n] We have a packed schedule with long and short research paper sessions and an invited paper session with two papers from the ICDE 2025 main conference. Check out the full program here: dais-workshop-icde.github.io

Eser Kandogan 🇺🇦 TU Berlin estevamhruschka Arpit Narechania Kaustubh Beedkar [6/n] Thanks to the organizers (Nikita Bhutani, Anna Fariha, sainyam galhotra, Sairam Gurajada , and Sajjadur Rahman) and the steering committee members (estevamhruschka, H.V. Jagadish, Eser Kandogan 🇺🇦, Arun Kumar, Tom M Mitchell, Yunyao Li , Aditya Parameswaran) for their contributions.

Eser Kandogan 🇺🇦 TU Berlin estevamhruschka Arpit Narechania Kaustubh Beedkar sainyam galhotra Sairam Gurajada Sajjadur Rahman Arun Kumar Tom M Mitchell Yunyao Li Aditya Parameswaran [n/n] Finally, a huge thanks to our sponsor Megagon Labs for making the workshop a possiblity.

Come join us at the DAIS@ICDE2025 tomorrow!

Come join us tomorrow at the First Workshop on Data-AI Systems (DAIS), alongside #ICDE2025 at Hong Kong PolyU. Thanks for the invitation to be a panelist and session chair, Sajjadur Rahman and Megagon Labs!

Building agentic systems for real-world use-cases in the enterprise. Eser Kandogan 🇺🇦 keynote explores the landscape, ground on lessons learned from such systems, while posing critical questions around planning, execution, and evaluation that require interdisciplinary effort.

Invited paper session kicks off with FeVisQA which enables ad-hoc question answering over data visualizations.

The second invited paper explores zero-shot error detection with LLMs.

Ziawasch characterizes the strengths and weaknesses of LLMs in the context of table understanding.

And that's a wrap! The workshop concluded with an engaging panel discussion covering different aspects of agentic AI from provenance and explaiability to trust and human interaction. A huge thanks to the panelists estevamhruschka Arpit Narechania Kaustubh Beedkar & Ziawash Abedjan.