Overview
The SciProdLLM 2025 workshop is set to take place on December 23, 2025, in Mumbai, India, co-located with the IJCNLP-AACL 2025 conference. This workshop aims to provide a platform for discussing the integration of large language models (LLMs) into research workflows, emphasizing ethical and responsible practices in science production.
Background & Relevance
As the use of LLMs becomes increasingly prevalent in various fields, understanding their role in the research process is crucial. This workshop will address how these models can assist in tasks ranging from idea generation to scientific writing. The focus on human-centered approaches ensures that the deployment of LLMs aligns with ethical standards, making this workshop particularly relevant for researchers and practitioners in AI and machine learning.
Key Details
- Workshop Date: December 23, 2025
- Location: Mumbai, India
- Co-located with: IJCNLP-AACL 2025
- Submission Deadline for Direct Submissions: October 6, 2025
- ARR Commitment Deadline: October 27, 2025
- Notification of Acceptance: November 3, 2025
- Camera-Ready Papers Due: November 11, 2025
- Workshop Presentations: December 23 or 24, 2025 (exact date TBA)
- Website: SciProdLLM 2025
Eligibility & Participation
The workshop invites submissions from researchers interested in the intersection of LLMs and scientific workflows. It targets academics, practitioners, and students who are exploring innovative ways to incorporate LLMs into research practices while ensuring ethical considerations are met.
Submission or Application Guidelines
Submissions can be made in three formats:
1. Direct Submissions: Up to three double-blind reviews will be conducted, with decisions made by the workshop organizers. Submit via the OpenReview platform.
2. ARR Submissions: Papers previously reviewed through the ACL Rolling Review can be committed to the workshop. These will not undergo new reviews but may be meta-reviewed by the organizers. Commitment can be made via the ARR Commitment page.
3. Previously Published Papers: Non-archival submissions of recently published papers are welcome. Interested authors should email SciProdLLM@groups.io with the paper details and a PDF copy.
Additional Context / Real-World Relevance
The integration of LLMs into research workflows is a growing area of interest, particularly as it pertains to enhancing productivity and ensuring quality in scientific outputs. This workshop will contribute to the ongoing discourse on the ethical implications of AI in research, making it a significant event for those involved in AI ethics, machine learning, and scientific communication.
Conclusion
The SciProdLLM 2025 workshop presents a valuable opportunity for researchers to engage with the ethical dimensions of LLMs in science production. Interested individuals are encouraged to submit their work and participate in this important discussion on the future of research workflows.
Category: CFP & Deadlines
Tags: human-llm collaboration, ethical science, large language models, scientific writing, IJCNLP, AACL, research workflows, evaluation metrics
