# TrustNLP 2025 : Fifth Workshop on Trustworthy Natural Language Processing

Conference completed its latest edition on May 03, 2025. The conference covers research topics in Uncategorized and Conferences & Publishing.

**Type**: Conference
**Status**: Expired
**Verified On**: 9th May, 2026

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## ⏱ Critical Deadline
> *No submission deadline specified*

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## 📍 Event Information
- **Mode**: In Person
- **Location**: Global
- **Field**: Interdisciplinary
- **Date**: May 3-4, 2025
- **Official Website**: [https://trustnlpworkshop.github.io/](https://trustnlpworkshop.github.io/?utm_source=callforpaper.org)

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## 📝 Call for Papers Description

<p><a href="https://callforpaper.org/categories/conomie" title="Browse  call for papers" rel="follow" aria-label="View more  call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors"></a>Topics
<br>We invite papers which focus on different aspects of safe and trustworthy language <a href="https://callforpaper.org/categories/modeling-1" title="Browse modeling call for papers" rel="follow" aria-label="View more modeling call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">modeling</a>. Topics of interest include (but are not limited to):
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<br>Secure, Faithful &amp; Trustworthy Generation with LLMs
<br><a href="https://callforpaper.org/categories/data-1" title="Browse Data call for papers" rel="follow" aria-label="View more Data call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">Data</a> Privacy Preservation and Data Leakage Issues in LLMs
<br>Red-teaming, backdoor or adversarial attacks and defenses for LLM <a href="https://callforpaper.org/categories/safety-1" title="Browse safety call for papers" rel="follow" aria-label="View more safety call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">safety</a>
<br>Fairness, LLM alignment, Human Preference Elicitation, Participatory <a href="https://callforpaper.org/categories/nlp" title="Browse NLP call for papers" rel="follow" aria-label="View more NLP call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">NLP</a>
<br>Toxic Language Detection and Mitigation
<br>Explainability and Interpretability of LLM generation
<br>Robustness of LLMs
<br>Mitigating LLM Hallucinations &amp; Misinformation
<br>Fairness and Bias in multi-modal generative <a href="https://callforpaper.org/categories/models" title="Browse models call for papers" rel="follow" aria-label="View more models call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">models</a>: Evaluation and Treatments
<br>Industry <a href="https://callforpaper.org/categories/applications-1" title="Browse applications call for papers" rel="follow" aria-label="View more applications call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">applications</a> of Trustworthy NLP
<br>Culturally-Aware and Inclusive LLMs
<br>We welcome contributions that also draw upon <a href="https://callforpaper.org/categories/interdisciplinary-1" title="Browse interdisciplinary call for papers" rel="follow" aria-label="View more interdisciplinary call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">interdisciplinary</a> knowledge to advance Trustworthy NLP. This may include working with, synthesizing, or incorporating knowledge across expertise, sociopolitical <a href="https://callforpaper.org/categories/systems" title="Browse systems call for papers" rel="follow" aria-label="View more systems call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">systems</a>, cultures, or norms.
<br>Important Dates
<br>January 30, 2025: <a href="https://callforpaper.org/categories/workshop-1" title="Browse Workshop call for papers" rel="follow" aria-label="View more Workshop call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">Workshop</a> Paper Due Date (Direct Submission via OpenReview)
<br>February 20, 2025 Workshop Paper Due Date (Fast-Track)
<br>March 1, 2025: Notification of Acceptance
<br>March 10, 2025: Deadline for relevant NAACL Findings to submit non-archival (Direct submission via form, link TBD)
<br>March 10, 2025: Camera-ready Papers Due
<br>April 8, 2025: Pre-recorded video due
<br>Friday May 3-4, 2025: TrustNLP Workshop day
<br>Submission <a href="https://callforpaper.org/categories/information-1" title="Browse Information call for papers" rel="follow" aria-label="View more Information call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">Information</a>
<br>All submissions undergo double-blind peer review (with author names and affiliations removed) by the program committee, and they will be assessed based on their relevance to the workshop themes.
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<br>All submissions go through the OpenReview. To submit, use submission link.
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<br>Submitted manuscripts must be 8 pages long for full papers and 4 pages long for short papers. Please follow NAACL submission policies. Both full and short papers can have unlimited pages for references and appendices. Please note that at least one of the authors of each accepted paper must register for the workshop and present the paper. Template files can be found here.
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<br>We also ask authors to include a limitation section and broader impact statement, following guidelines from the main <a href="https://callforpaper.org/categories/conference-1" title="Browse conference call for papers" rel="follow" aria-label="View more conference call for papers" class="!text-inherit !font-normal !underline decoration-dotted decoration-slate-400/60 underline-offset-4 cursor-pointer hover:decoration-slate-900 dark:hover:decoration-slate-100 transition-colors">conference</a>.
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<br>Fast-Track Submission
<br>If your paper has been reviewed by ACL, EMNLP, EACL, or ARR and the average rating is higher than 2.5 (either average soundness or excitement score), The paper is qualified to be submitted on the fast track. In the appendix, please include the reviews and a short statement discussing what parts of the paper have been revised.
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<br>Non-Archival Option
<br>NAACL workshops are traditionally archival. To allow dual submission of work, we are also including a non-archival track. If accepted, these submissions will still participate and present their work in the workshop. A reference to the paper will be hosted on the workshop website (if desired), but will not be included in the official proceedings. Please submit through OpenReview but indicate that this is a cross submission at the bottom of the submission form. You can also skip this step and inform us of your non-archival preference after the reviews. Papers accepted to the Findings of NAACL 2025 may also submit non-archival to the workshop, link TBD.
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<br>Policies
<br>Accepted and under-review papers are allowed to be submitted to the workshop but will not be included in the proceedings.
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<br>No anonymity period will be required for papers submitted to the workshop, per the latest updates to the ACL anonymity policy. However, submissions must still remain fully anonymized.</p>


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## 🏷 Taxonomy &amp; Topics
- **Primary Category**: N/A
- **Research Fields**: 
  - Uncategorized
  - Conferences &amp; Publishing

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## 🧭 Agent Instructions
- **Standard Link**: `https://callforpaper.org/cfp/trustnlp-2025-fifth-workshop-on-trustworthy-natural-language-processing_3024`
- **Markdown Link**: `https://callforpaper.org/cfp/trustnlp-2025-fifth-workshop-on-trustworthy-natural-language-processing_3024.md`
- **PDF Version**: `https://callforpaper.org/cfp/trustnlp-2025-fifth-workshop-on-trustworthy-natural-language-processing_3024.pdf`



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## 🎓 Academic Citations &amp; Bibliographic Records

Use these pre-formatted snippets to cite this Call for Papers in publications or reference managers:

### Plain Text
```text
TrustNLP 2025 : Fifth Workshop on Trustworthy Natural Language Processing. May 03–04, 2025. Available at: https://callforpaper.org/cfp/trustnlp-2025-fifth-workshop-on-trustworthy-natural-language-processing_3024. Accessed: July 28, 2026.
```

### APA Style 7th edition
```text
TrustNLP 2025 : Fifth Workshop on Trustworthy Natural Language Processing. (2025, May 03–04). https://callforpaper.org/cfp/trustnlp-2025-fifth-workshop-on-trustworthy-natural-language-processing_3024
```

### IEEE
```text
&quot;TrustNLP 2025 : Fifth Workshop on Trustworthy Natural Language Processing,&quot; May. 03–04, 2025. [Online]. Available: https://callforpaper.org/cfp/trustnlp-2025-fifth-workshop-on-trustworthy-natural-language-processing_3024. [Accessed: July 28, 2026].
```

### BibTeX
```bibtex
@misc{trustnlp22025cfp,
  title     = {TrustNLP 2025 : Fifth Workshop on Trustworthy Natural Language Processing},
  year      = {2025},
  month     = may,
  url       = {https://callforpaper.org/cfp/trustnlp-2025-fifth-workshop-on-trustworthy-natural-language-processing_3024},
  note      = {Call for Papers. Accessed: 2026-07-28}
}
```

### RIS (Reference Manager, EndNote)
```ris
TY  - CONF
TI  - TrustNLP 2025 : Fifth Workshop on Trustworthy Natural Language Processing
PY  - 2025
DA  - 2025/05/03
UR  - https://callforpaper.org/cfp/trustnlp-2025-fifth-workshop-on-trustworthy-natural-language-processing_3024
N1  - Call for Papers. Accessed: 2026-07-28
ER  -
```