---
title: "edition of NLPerspectives 2026 — papers — Elamur Research"
description: "edition of NLPerspectives 2026 — papers: 4 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/nlperspectives/2026/"
---
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# 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.

[**13** works that year](#all) · [**4** works in our library](https://md.research.elamur.ai/free/en/venues/nlperspectives/2026/#works) · [**2** citations of these works](https://md.research.elamur.ai/free/en/venues/nlperspectives/2026/#works)

## 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 ↗](https://aclanthology.org/2026.nlperspectives-1.6/)**Valerio Basile
2. **[A Pilot Study Investigating Stakeholder Subjectivity in Collaborative Dialog Analysis ↗](https://aclanthology.org/2026.nlperspectives-1.13/)**Ananya Ganesh, Martha Palmer, Katharina von der Wense
3. **[An Overview of Current Practices and Recommendations for Working with Stereotypes in NLP ↗](https://aclanthology.org/2026.nlperspectives-1.11/)**Alessandra Teresa Cignarella, Matteo Pellegrini
4. **[ChatGPT, why can't anyone afford a house? On the Effects of LLM pre-annotation on Annotator Subjectivity ↗](https://aclanthology.org/2026.nlperspectives-1.10/)**Emilie Francis, Céline Leuzinger, Ricardo Muñoz Sánchez et al.
5. **[Fine-Grained Perspectives: Modeling Explanations with Annotator-Specific Rationales](https://md.research.elamur.ai/free/en/papers/sarumi-2026-fine-grained-perspectives-modeling-explanations/)**Olufunke O. Sarumi, Charles Welch, Daniel Braun*our summary*
6. **[GSI:detect - A Perspectivist Approach to Gender Stereotypes Identification in Italian](https://md.research.elamur.ai/free/en/papers/testa-2026-gsi-detect-perspectivist-approach-gender/)**Davide Testa, Sofia Brenna, Manuela Speranza et al.*our summary*
7. **[HurtLens: A Perspectivist Corpus Analysis of Hurtful Language ↗](https://aclanthology.org/2026.nlperspectives-1.5/)**Samuele D'Avenia, Eliana Di Palma, Marta Marchiori Manerba et al.
8. **[Modeling Perspectives in NLP: Parameter-Efficient Perspective Conditioning for Span Extraction and Summarization](https://md.research.elamur.ai/free/en/papers/saisudha-2026-modeling-perspectives-nlp-parameter-efficient/)**Harikrishnan Gurushankar Saisudha, Sabine Bergler*our summary*
9. **[Quantifying and Predicting Disagreement in Graded Human Ratings](https://md.research.elamur.ai/free/en/papers/zhang-2026-quantifying-predicting-disagreement-graded-human/)**Leixin Zhang, Çağrı Çöltekin*our summary*
10. **[Structured Disagreement in Health-Literacy Annotation: Epistemic Stability, Conceptual Difficulty, and Agreement-Stratified Inference ↗](https://aclanthology.org/2026.nlperspectives-1.8/)**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 ↗](https://aclanthology.org/2026.nlperspectives-1.9/)**Pietro Bernardelle, Leon Froehling, Stefano Civelli et al.
12. **[The Rashomon Wikipedia: A Data-Perspectivist Analysis of Divergent Historical Narratives ↗](https://aclanthology.org/2026.nlperspectives-1.2/)**Claudiu Creanga, Liviu P. Dinu, Anca Dinu
13. **[What is Truth in NLP? Reflecting on Progress, Lessons, and Open Challenges as NLPerspectives turns Five ↗](https://aclanthology.org/2026.nlperspectives-1.1/)**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 Ratings](https://md.research.elamur.ai/free/en/papers/zhang-2026-quantifying-predicting-disagreement-graded-human/) [edition of NLPerspectives](https://md.research.elamur.ai/free/en/venues/nlperspectives/)**Leixin Zhang, Çağrı Çöltekin*2026 · 2 citations*
2. **[Modeling Perspectives in NLP: Parameter-Efficient Perspective Conditioning for Span Extraction and Summarization](https://md.research.elamur.ai/free/en/papers/saisudha-2026-modeling-perspectives-nlp-parameter-efficient/) [edition of NLPerspectives](https://md.research.elamur.ai/free/en/venues/nlperspectives/)**Harikrishnan Gurushankar Saisudha, Sabine Bergler*2026*
3. **[Fine-Grained Perspectives: Modeling Explanations with Annotator-Specific Rationales](https://md.research.elamur.ai/free/en/papers/sarumi-2026-fine-grained-perspectives-modeling-explanations/) [edition of NLPerspectives](https://md.research.elamur.ai/free/en/venues/nlperspectives/)**Olufunke O. Sarumi, Charles Welch, Daniel Braun*2026*
4. **[GSI:detect - A Perspectivist Approach to Gender Stereotypes Identification in Italian](https://md.research.elamur.ai/free/en/papers/testa-2026-gsi-detect-perspectivist-approach-gender/) [edition of NLPerspectives](https://md.research.elamur.ai/free/en/venues/nlperspectives/)**Davide 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)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Bias, fairness & safety (1)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/)

## Fields

[Computer Science (4)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (3)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Social Sciences (2)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

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

[🧑‍🔬**Leixin Zhang**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/leixin-zhang/) · [🧑‍🔬**Çağrı Çöltekin**1 work here · 2 citations](https://md.research.elamur.ai/free/en/authors/cagri-coltekin/) · [🧑‍🔬**Bernardo Magnini**1 work here](https://md.research.elamur.ai/free/en/authors/bernardo-magnini/) · [🧑‍🔬**Charles Welch**1 work here](https://md.research.elamur.ai/free/en/authors/charles-welch/) · [🧑‍🔬**Davide Testa**1 work here](https://md.research.elamur.ai/free/en/authors/davide-testa/) · [🧑‍🔬**Sabine Bergler**1 work here](https://md.research.elamur.ai/free/en/authors/sabine-bergler/)

## Top institutions

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

[🎓**Philipps University of Marburg** Marburg · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/philipps-university-of-marburg/) · [🎓**Free University of Bozen-Bolzano** Bolzano · Italy 1 work here](https://md.research.elamur.ai/free/en/universities/free-university-of-bozen-bolzano/) · [🎓**University of Trento** Trento · Italy 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-trento/) · [🔬**Fondazione Bruno Kessler** Trento · Italy 1 work here](https://md.research.elamur.ai/free/en/labs/fondazione-bruno-kessler/) · [🎓**Concordia University** Montreal · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/concordia-university/) · [🎓**University of Tübingen** Tübingen · Germany 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-tubingen/) · [🎓**Sapienza University of Rome** Rome · Italy 1 work here](https://md.research.elamur.ai/free/en/universities/sapienza-university-of-rome/) · [🎓**McMaster University** Hamilton · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/mcmaster-university/)

works and citations from OpenAlex and our library.

- [← previous edition of NLPerspectives 2025](https://md.research.elamur.ai/free/en/venues/nlperspectives/2025/)
- [↑ back to edition of NLPerspectives](https://md.research.elamur.ai/free/en/venues/nlperspectives/)