📰 edition of NLPerspectives 2026 — papers

The works of edition of NLPerspectives published in 2026 that our library holds (publisher: European Language Resources Association (ELRA)): 4 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

All works of the year (13)

The most cited first; 4 with our summary link to their page here, the others to the original.

1. A Measure of Systematic Disagreement ↗Valerio Basile
2. A Pilot Study Investigating Stakeholder Subjectivity in Collaborative Dialog Analysis ↗Ananya Ganesh, Martha Palmer, Katharina von der Wense
3. An Overview of Current Practices and Recommendations for Working with Stereotypes in NLP ↗Alessandra Teresa Cignarella, Matteo Pellegrini
4. ChatGPT, why can't anyone afford a house? On the Effects of LLM pre-annotation on Annotator Subjectivity ↗Emilie Francis, Céline Leuzinger, Ricardo Muñoz Sánchez et al.
5. Fine-Grained Perspectives: Modeling Explanations with Annotator-Specific RationalesOlufunke O. Sarumi, Charles Welch, Daniel Braunour summary
6. GSI:detect - A Perspectivist Approach to Gender Stereotypes Identification in ItalianDavide Testa, Sofia Brenna, Manuela Speranza et al.our summary
7. HurtLens: A Perspectivist Corpus Analysis of Hurtful Language ↗Samuele D'Avenia, Eliana Di Palma, Marta Marchiori Manerba et al.
8. Modeling Perspectives in NLP: Parameter-Efficient Perspective Conditioning for Span Extraction and SummarizationHarikrishnan Gurushankar Saisudha, Sabine Berglerour summary
9. Quantifying and Predicting Disagreement in Graded Human RatingsLeixin Zhang, Çağrı Çöltekinour summary
10. Structured Disagreement in Health-Literacy Annotation: Epistemic Stability, Conceptual Difficulty, and Agreement-Stratified Inference ↗Olga Kellert, Sriya Kondury, Candice Koo et al.
11. SubData: Bridging Heterogeneous Datasets to Enable Theory-Driven Evaluation of Political and Demographic Perspectives in LLMs ↗Pietro Bernardelle, Leon Froehling, Stefano Civelli et al.
12. The Rashomon Wikipedia: A Data-Perspectivist Analysis of Divergent Historical Narratives ↗Claudiu Creanga, Liviu P. Dinu, Anca Dinu
13. What is Truth in NLP? Reflecting on Progress, Lessons, and Open Challenges as NLPerspectives turns Five ↗Gavin Abercrombie

📄 Works with our summary in our library (4)

The most cited first (OpenAlex citations plus our library's).

1. Quantifying and Predicting Disagreement in Graded Human Ratingsedition of NLPerspectivesLeixin Zhang, Çağrı Çöltekin2026 · 2 citations
2. Modeling Perspectives in NLP: Parameter-Efficient Perspective Conditioning for Span Extraction and Summarizationedition of NLPerspectivesHarikrishnan Gurushankar Saisudha, Sabine Bergler2026
3. Fine-Grained Perspectives: Modeling Explanations with Annotator-Specific Rationalesedition of NLPerspectivesOlufunke O. Sarumi, Charles Welch, Daniel Braun2026
4. GSI:detect - A Perspectivist Approach to Gender Stereotypes Identification in Italianedition of NLPerspectivesDavide Testa, Sofia Brenna, Manuela Speranza, et al.2026

🧭 Top topics

Topics of its works in our library, with the number of works on each.

📝Summarization (1)🛡️Bias, fairness & safety (1)

📚 Fields

🖥️Computer Science (4)🎭Arts and Humanities (3)🤝Social Sciences (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Philipps University of MarburgMarburg · Germany1 work here🎓Free University of Bozen-BolzanoBolzano · Italy1 work here🎓University of TrentoTrento · Italy1 work here🔬Fondazione Bruno KesslerTrento · Italy1 work here🎓Concordia UniversityMontreal · Canada1 work here🎓University of TübingenTübingen · Germany1 work here🎓Sapienza University of RomeRome · Italy1 work here🎓McMaster UniversityHamilton · Canada1 work here

works and citations from OpenAlex and our library.

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/venues/nlperspectives/2026/