Proceedings of the the fifth edition of NLPerspectives

Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor 2026-05 ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) text conference publication nlperspectives-2026-1 https://aclanthology.org/2026.nlperspectives-1.0/ What is Truth in NLP? Reflecting on Progress, Lessons, and Open Challenges as NLPerspectives turns Five Gavin Abercrombie author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication abercrombie-2026-truth 10.63317/36afc4g6t8b4 https://aclanthology.org/2026.nlperspectives-1.1/ 2026-05 1 10 The Rashomon Wikipedia: A Data-Perspectivist Analysis of Divergent Historical Narratives Claudiu Creanga author Liviu P Dinu author Anca Dinu author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication creanga-etal-2026-rashomon 10.63317/3sgqnffrw3hj https://aclanthology.org/2026.nlperspectives-1.2/ 2026-05 11 20 GSI:detect - A Perspectivist Approach to Gender Stereotypes Identification in Italian Davide Testa author Sofia Brenna author Manuela Speranza author Gloria Comandini author Stefania Cavagnoli author Bernardo Magnini author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication testa-etal-2026-gsi 10.63317/373ps8r3346w https://aclanthology.org/2026.nlperspectives-1.3/ 2026-05 21 32 Quantifying and Predicting Disagreement in Graded Human Ratings Leixin Zhang author Çağrı Çöltekin author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication zhang-coltekin-2026-quantifying 10.63317/4qy8nuowzhpy https://aclanthology.org/2026.nlperspectives-1.4/ 2026-05 33 43 HurtLens: A Perspectivist Corpus Analysis of Hurtful Language Samuele D’Avenia author Eliana Di Palma author Marta Marchiori Manerba author Valerio Basile author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication davenia-etal-2026-hurtlens 10.63317/483mhsjprvmo https://aclanthology.org/2026.nlperspectives-1.5/ 2026-05 44 55 A Measure of Systematic Disagreement Valerio Basile author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication basile-2026-measure 10.63317/45wnhb2svtqd https://aclanthology.org/2026.nlperspectives-1.6/ 2026-05 56 65 Fine-Grained Perspectives: Modeling Explanations with Annotator-Specific Rationales Olufunke O Sarumi author Charles Welch author Daniel Braun author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication sarumi-etal-2026-fine 10.63317/4s7kqwvy5i6x https://aclanthology.org/2026.nlperspectives-1.7/ 2026-05 66 75 Structured Disagreement in Health-Literacy Annotation: Epistemic Stability, Conceptual Difficulty, and Agreement-Stratified Inference Olga Kellert author Sriya Kondury author Candice Koo author Nemika Tyagi author Steffen Eikenberry author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication kellert-etal-2026-structured 10.63317/597f9ocduw7b https://aclanthology.org/2026.nlperspectives-1.8/ 2026-05 76 83 SubData: Bridging Heterogeneous Datasets to Enable Theory-Driven Evaluation of Political and Demographic Perspectives in LLMs Pietro Bernardelle author Leon Froehling author Stefano Civelli author Gianluca Demartini author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication bernardelle-etal-2026-subdata 10.63317/2uppkbro3uvq https://aclanthology.org/2026.nlperspectives-1.9/ 2026-05 84 97 ChatGPT, why can’t anyone afford a house? On the Effects of LLM pre-annotation on Annotator Subjectivity Emilie Francis author Céline Leuzinger author Ricardo Muñoz Sánchez author Lee D Gauthier author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication francis-etal-2026-chatgpt 10.63317/4ab3uiguwubh https://aclanthology.org/2026.nlperspectives-1.10/ 2026-05 98 111 An Overview of Current Practices and Recommendations for Working with Stereotypes in NLP Alessandra Teresa Cignarella author Matteo Pellegrini author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication cignarella-pellegrini-2026-overview 10.63317/529kbpdujo8r https://aclanthology.org/2026.nlperspectives-1.11/ 2026-05 112 123 Modeling Perspectives in NLP: Parameter-Efficient Perspective Conditioning for Span Extraction and Summarization Harikrishnan Gurushankar Saisudha author Sabine Bergler author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication gurushankar-saisudha-bergler-2026-modeling 10.63317/5oecmktyh8bf https://aclanthology.org/2026.nlperspectives-1.12/ 2026-05 124 135 A Pilot Study Investigating Stakeholder Subjectivity in Collaborative Dialog Analysis Ananya Ganesh author Martha Palmer author Katharina von der Wense author 2026-05 text Proceedings of the the fifth edition of NLPerspectives Shiran Dudy editor Gavin Abercrombie editor Valerio Basile editor Elisa Leonardelli editor Simona Frenda editor ELRA Language Resources Association (ELRA) Palma, Mallorca (Spain) conference publication ganesh-etal-2026-pilot 10.63317/52krmhen6sw2 https://aclanthology.org/2026.nlperspectives-1.13/ 2026-05 136 144