Overview
The 1st Workshop on Human-LLM Collaboration for Ethical and Responsible Science Production (SciProdLLM 2025) is set to take place on December 23 and 24, 2025, in Mumbai, India, alongside the IJCNLP-AACL 2025 conference. This workshop aims to create a platform for researchers to present and discuss the integration of large language models (LLMs) into scientific workflows, emphasizing human-centered approaches that promote ethical usage.
Background & Relevance
As the use of large language models continues to expand in various domains, understanding their role in scientific research becomes increasingly critical. Human-LLM collaboration can enhance research productivity, but it also raises ethical questions about responsibility and the quality of outputs. This workshop will address these concerns by focusing on how LLMs can be effectively integrated into the research process, from ideation to publication, ensuring that ethical standards are upheld.
Key Details
- Workshop Dates: December 23-24, 2025
- Location: Mumbai, India
- Co-located with: IJCNLP-AACL 2025
- Topics of Interest:
- Human-LLM collaboration in science production
- Evaluation of LLMs for scientific workflows
- Quality assessment of LLM-assisted research outputs
- Submission Types: Long papers (up to 8 pages) and short papers (up to 4 pages)
- Submission Links:
- Workshop Website
- OpenReview Submission
Eligibility & Participation
The workshop invites contributions from researchers, practitioners, and students interested in the intersection of AI and scientific research. It targets those exploring the implications of LLMs in research workflows and their ethical considerations.
Submission or Application Guidelines
Submissions can be made in three formats:
1. Direct Submissions: These will undergo up to three double-blind reviews, with acceptance decisions made by the workshop organizers.
2. ARR Submissions: Papers already reviewed through the ACL Rolling Review can be committed to the workshop without new reviews.
3. Previously Published Papers: Non-archival submissions of papers published elsewhere are welcome. Authors should email the workshop with the paper’s details and a PDF copy.
For detailed submission guidelines, refer to the IJCNLP-AACL 2025 main conference paper requirements.
More Information
This workshop is significant for the AI/ML community as it addresses the growing intersection of artificial intelligence and responsible scientific practice. By focusing on human-LLM collaboration, it aims to foster discussions that could lead to improved methodologies and ethical standards in research.
Conclusion
Researchers and practitioners are encouraged to explore this opportunity to contribute to the dialogue on ethical LLM usage in science. Interested parties should prepare their submissions in accordance with the guidelines and deadlines provided. Engage with this important topic and help shape the future of responsible science production.
Category: CFP & Deadlines
Tags: human-llm collaboration, ethical science, large language models, scientific writing, AI ethics, IJCNLP, AACL, research workflows, evaluation metrics, multimodal content generation, peer review, data preprocessing, idea generation
