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edition of NLPerspectives 2025 — papers

The works of edition of NLPerspectives published in 2025 that our library holds (publisher: European Language Resources Association (ELRA)): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

 23works that year 1work in our library 3citations of these works

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  1. Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement ↗Gavin Abercrombie, Tanvi Dinkar, Amanda Cercas Curry et al.9 citations
  2. Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication ↗Stephanie Eckman, Bolei Ma, Christoph Kern et al.2 citations
  3. LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task ↗Elisa Leonardelli, Silvia Casola, Siyao Peng et al.1 citation
  4. SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation ↗Yizhe Zhang, Navdeep Jaitly1 citation

All works of the year (23)

The most cited first; 1 with our summary link to their page here, the others to the original.

  1. Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement ↗Gavin Abercrombie, Tanvi Dinkar, Amanda Cercas Curry et al.9 citations
  2. Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication ↗Stephanie Eckman, Bolei Ma, Christoph Kern et al.2 citations
  3. LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task ↗Elisa Leonardelli, Silvia Casola, Siyao Peng et al.1 citation
  4. SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation ↗Yizhe Zhang, Navdeep Jaitly1 citation
  5. A Disaggregated Dataset on English Offensiveness Containing Spans ↗Pia Pachinger, Janis Goldzycher, Anna M. Planitzer et al.
  6. Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions ↗Eve Fleisig, Matthias Orlikowski, Philipp Cimiano et al.
  7. BoN Appetit Team at LeWiDi-2025: Best-of-N Test-time Scaling Can Not Stomach Annotation Disagreements (Yet) ↗Tomas Ruiz, Siyao Peng, Barbara Plank et al.
  8. CINEMETRIC: A Framework for Multi-Perspective Evaluation of Conversational Agents using Human-AI Collaboration ↗Vahid Sadiri Javadi, Zain Ul Abedin, Lucie Flek
  9. Calibration as a Proxy for Fairness and Efficiency in a Perspectivist Ensemble Approach to Irony Detection ↗Samuel B. Jesus, Guilherme Dal Bianco, Wanderlei Junior et al.
  10. DeMeVa at LeWiDi-2025: Modeling Perspectives with In-Context Learning and Label Distribution Learning ↗Daniil Ignatev, Nan Li, Hugh Mee Wong et al.
  11. From Disagreement to Understanding: The Case for Ambiguity Detection in NLIChathuri Jayaweera, Bonnie J. Dorrour summary
  12. Hypernetworks for Perspectivist Adaptation ↗Daniil Ignatev, Denis Paperno, Massimo Poesio
  13. LPI-RIT at LeWiDi-2025: Improving Distributional Predictions via Metadata and Loss Reweighting with DisCo ↗Mandira Sawkar, Samay U. Shetty, Deepak Pandita et al.
  14. McMaster at LeWiDi-2025: Demographic-Aware RoBERTa ↗Aadi Sanghani, Sarvin Azadi, Virendra Jethra et al.
  15. NLP-ResTeam at LeWiDi-2025:Performance Shifts in Perspective Aware Models based on Evaluation Metrics ↗Olufunke O. Sarumi, Charles Welch, Daniel Braun
  16. Non-directive corpus annotation to reveal individual perspectives with underspecified guidelines: the case of mental workload ↗Iuliia Arsenteva, Caroline Dubois, Philippe Le Goff et al.
  17. Opt-ICL at LeWiDi-2025: Maximizing In-Context Signal from Rater Examples via Meta-Learning ↗Taylor Sorensen, Yejin Choi
  18. PromotionGo at LeWiDi-2025: Enhancing Multilingual Irony Detection with Data-Augmented Ensembles and L1 Loss ↗Ziyi Huang, N. R. Abeynayake, Xia Cui
  19. Revisiting Active Learning under (Human) Label Variation ↗Cornelia Gruber, Helen Alber, Bernd Bischl et al.
  20. Towards a Perspectivist Understanding of Irony through Rhetorical Figures ↗Pier Felice Balestrucci, Michael Oliverio, Elisa Chierchiello et al.
  21. Uncertain (Mis)Takes at LeWiDi-2025: Modeling Human Label Variation With Semantic Entropy ↗Ieva Raminta Staliūnaitė, Andreas Vlachos
  22. Weak Ensemble Learning from Multiple Annotators for Subjective Text Classification ↗Ziyi Huang, N. R. Abeynayake, Xia Cui
  23. twinhter at LeWiDi-2025: Integrating Annotator Perspectives into BERT for Learning with Disagreements ↗Nguyen Huu Dang Nguyen, Dang Van Thin

 Works with our summary in our library (1)

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

  1. From Disagreement to Understanding: The Case for Ambiguity Detection in NLIedition of NLPerspectivesChathuri Jayaweera, Bonnie J. Dorr2025 · 3 citations

 Top topics

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

Reasoning (1)

 Fields

Arts and Humanities (1)Computer Science (1)

 Top authors

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

🧑‍🔬Bonnie Dorr1 work here · 3 citations

 Top institutions

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

🎓University of FloridaGainesville · United States1 work here

works and citations from OpenAlex and our library.

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