36.2330, Confs: 1st Workshop on Human-LLM Collaboration for Ethical and Responsible Science Production (India)

[The LINGUIST List]

LINGUIST List: Vol-36-2330. Mon Aug 04 2025. ISSN: 1069 - 4875.

Subject: 36.2330, Confs: 1st Workshop on Human-LLM Collaboration for Ethical and Responsible Science Production (India)

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================================================================


Date: 31-Jul-2025
From: Tristan Miller [Tristan.Miller at umanitoba.ca]
Subject: 1st Workshop on Human-LLM Collaboration for Ethical and Responsible Science Production


1st Workshop on Human-LLM Collaboration for Ethical and Responsible
Science Production
Short Title: SciProdLLM 2025

Date: 23-Dec-2025 - 24-Dec-2025
Location: Mumbai, India
Contact Email: SciProdLLM at groups.io
Meeting URL: https://sciprodllm.github.io/

Linguistic Field(s): Computational Linguistics

Submission Deadline: 29-Sep-2025

SciProdLLM 2025 is a forum for presenting and discussing research on
integrating large language models (LLMs) into the typical research
workflow: from ideation to experimentation to scientific writing, with
a particular focus on human-centered approaches that ensure ethical
and responsible use of LLMs. We also invite work that evaluates the
quality of LLM-assisted research workflows and the resulting outputs.
We welcome submissions on any aspect of human-LLM collaboration for
science production, evaluation of LLMs for science production, and/or
evaluation of LLM-assisted scientific papers. Relevant topics include,
but are not limited to, the following:
 - Guiding idea generation through user feedback
 - Automated experimentation following the experimental workflow used
by human scientists (e.g., the workflow from data preprocessing to
comparison to baselines)
 - Human-curated datasets of scientific papers for fine-tuning LLMs
for generating ideas and paper content (text, figures, tables, etc.)
 - Human-LLM co-authored peer reviews (e.g., LLM-assisted peer review
platforms)
 - Benchmark datasets for evaluating LLMs on idea generation,
experimentation, multimodal content generation, or scientific writing
 - Evaluation metrics for detecting problematic papers (e.g., those
containing suspicious citations or tortured phrases)
 - Statistical analyses of collections of LLM-assisted papers (e.g.,
on topics, citations, or retractions)
Submission Instructions:
SciProdLLM 2025 welcomes long and short papers. Long papers may
consist of up to 8 pages of content, plus unlimited pages of
references. Short papers may consist of up to 4 pages of content, plus
unlimited pages of references. Both types of submissions must follow
the same requirements and procedures as for IJCNLP-AACL 2025 main
conference papers:
https://2025.aaclnet.org/calls/main_conference_papers
Note that papers submitted as non-archival will be allocated
presentation time at the workshop but will not be included in the
proceedings.
There are three supported submission modes:
- Direct submissions: Direct submissions will receive up to three
double-blind reviews, and a final decision on acceptance from the
workshop organizers.  Direct submissions should be made through the
SciProdLLM page on OpenReview:
https://openreview.net/group?id=aclweb.org/AACL-IJCNLP/2025/Workshop/SciProdLLM
- ARR submissions: Unpublished papers that have already been reviewed
and meta-reviewed through ACL Rolling Review may be committed to
SciProdLLM. These papers will not receive new reviews but may be
meta-reviewed by the workshop organizers, who will make a final
decision on acceptance. A commitment link will published in a future
version of this call.
- Previously published papers: We invite non-archival submissions of
papers that have already been recently published elsewhere. This
allows such papers to gain more visibility from the workshop audience.
To submit a previously published paper for presentation, please email
SciProdLLM at groups.io with the details of your paper (title, authors,
abstract, publication venue) and attaching a PDF copy of the paper.
(Submissions of previously published papers need not adhere to the
IJCNLP-AACL 2025 main conference paper policies on anonymity.)
Important Dates:
All deadlines are 23:59 UTC−12 ("Anywhere on Earth").
 - September 29, 2025: Submission deadline for direct submissions
 - October 27, 2025: ARR commitment deadline
 - November 3, 2025: Notification of acceptance
 - November 11, 2025: Camera-ready papers due
 - December 23 or 24, 2025: Workshop presentations (exact date TBA)
Organizing Committee:
 - Wei Zhao, University of Aberdeen, UK
 - Jennifer D’Souza, TIB Leibniz Information Center for Science and
Technology, Germany
 - Steffen Eger, University of Technology Nuremberg, Germany
 - Anne Lauscher, University of Hamburg, Germany
 - Yufang Hou, IT:U Interdisciplinary Transformation University,
Austria
 - Nafise Sadat Moosavi, University of Sheffield, UK
 - Tristan Miller, University of Manitoba, Canada
 - Chenghua Lin, University of Manchester, UK



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