--- title: "edition of NLPerspectives 2025 — papers — Elamur Research" description: "edition of NLPerspectives 2025 — papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations." canonical: "https://research.elamur.ai/free/en/venues/nlperspectives/2025/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/nlperspectives/2025/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [edition of NLPerspectives](https://md.research.elamur.ai/free/en/venues/nlperspectives/) / 2025 # 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. [**23** works that year](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/nlperspectives/2025/#works) · [**3** citations of these works](https://md.research.elamur.ai/free/en/venues/nlperspectives/2025/#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 ↗](https://aclanthology.org/2025.nlperspectives-1.6/)**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 ↗](https://aclanthology.org/2025.nlperspectives-1.9/)**Stephanie Eckman, Bolei Ma, Christoph Kern et al.*2 citations* 3. **[LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task ↗](https://aclanthology.org/2025.nlperspectives-1.16/)**Elisa Leonardelli, Silvia Casola, Siyao Peng et al.*1 citation* 4. **[SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation ↗](https://aclanthology.org/2025.nlperspectives-1.11/)**Yizhe Zhang, Navdeep Jaitly*1 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 ↗](https://aclanthology.org/2025.nlperspectives-1.6/)**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 ↗](https://aclanthology.org/2025.nlperspectives-1.9/)**Stephanie Eckman, Bolei Ma, Christoph Kern et al.*2 citations* 3. **[LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task ↗](https://aclanthology.org/2025.nlperspectives-1.16/)**Elisa Leonardelli, Silvia Casola, Siyao Peng et al.*1 citation* 4. **[SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation ↗](https://aclanthology.org/2025.nlperspectives-1.11/)**Yizhe Zhang, Navdeep Jaitly*1 citation* 5. **[A Disaggregated Dataset on English Offensiveness Containing Spans ↗](https://aclanthology.org/2025.nlperspectives-1.1/)**Pia Pachinger, Janis Goldzycher, Anna M. Planitzer et al. 6. **[Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions ↗](https://aclanthology.org/2025.nlperspectives-1.5/)**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) ↗](https://aclanthology.org/2025.nlperspectives-1.14/)**Tomas Ruiz, Siyao Peng, Barbara Plank et al. 8. **[CINEMETRIC: A Framework for Multi-Perspective Evaluation of Conversational Agents using Human-AI Collaboration ↗](https://aclanthology.org/2025.nlperspectives-1.2/)**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 ↗](https://aclanthology.org/2025.nlperspectives-1.12/)**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 ↗](https://aclanthology.org/2025.nlperspectives-1.15/)**Daniil Ignatev, Nan Li, Hugh Mee Wong et al. 11. **[From Disagreement to Understanding: The Case for Ambiguity Detection in NLI](https://md.research.elamur.ai/free/en/papers/jayaweera-2025-disagreement-understanding-case-ambiguity-detection/)**Chathuri Jayaweera, Bonnie J. Dorr*our summary* 12. **[Hypernetworks for Perspectivist Adaptation ↗](https://aclanthology.org/2025.nlperspectives-1.10/)**Daniil Ignatev, Denis Paperno, Massimo Poesio 13. **[LPI-RIT at LeWiDi-2025: Improving Distributional Predictions via Metadata and Loss Reweighting with DisCo ↗](https://aclanthology.org/2025.nlperspectives-1.17/)**Mandira Sawkar, Samay U. Shetty, Deepak Pandita et al. 14. **[McMaster at LeWiDi-2025: Demographic-Aware RoBERTa ↗](https://aclanthology.org/2025.nlperspectives-1.18/)**Aadi Sanghani, Sarvin Azadi, Virendra Jethra et al. 15. **[NLP-ResTeam at LeWiDi-2025:Performance Shifts in Perspective Aware Models based on Evaluation Metrics ↗](https://aclanthology.org/2025.nlperspectives-1.19/)**Olufunke O. Sarumi, Charles Welch, Daniel Braun 16. **[Non-directive corpus annotation to reveal individual perspectives with underspecified guidelines: the case of mental workload ↗](https://aclanthology.org/2025.nlperspectives-1.13/)**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 ↗](https://aclanthology.org/2025.nlperspectives-1.20/)**Taylor Sorensen, Yejin Choi 18. **[PromotionGo at LeWiDi-2025: Enhancing Multilingual Irony Detection with Data-Augmented Ensembles and L1 Loss ↗](https://aclanthology.org/2025.nlperspectives-1.21/)**Ziyi Huang, N. R. Abeynayake, Xia Cui 19. **[Revisiting Active Learning under (Human) Label Variation ↗](https://aclanthology.org/2025.nlperspectives-1.7/)**Cornelia Gruber, Helen Alber, Bernd Bischl et al. 20. **[Towards a Perspectivist Understanding of Irony through Rhetorical Figures ↗](https://aclanthology.org/2025.nlperspectives-1.3/)**Pier Felice Balestrucci, Michael Oliverio, Elisa Chierchiello et al. 21. **[Uncertain (Mis)Takes at LeWiDi-2025: Modeling Human Label Variation With Semantic Entropy ↗](https://aclanthology.org/2025.nlperspectives-1.23/)**Ieva Raminta Staliūnaitė, Andreas Vlachos 22. **[Weak Ensemble Learning from Multiple Annotators for Subjective Text Classification ↗](https://aclanthology.org/2025.nlperspectives-1.8/)**Ziyi Huang, N. R. Abeynayake, Xia Cui 23. **[twinhter at LeWiDi-2025: Integrating Annotator Perspectives into BERT for Learning with Disagreements ↗](https://aclanthology.org/2025.nlperspectives-1.22/)**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 NLI](https://md.research.elamur.ai/free/en/papers/jayaweera-2025-disagreement-understanding-case-ambiguity-detection/) [edition of NLPerspectives](https://md.research.elamur.ai/free/en/venues/nlperspectives/)**Chathuri Jayaweera, Bonnie J. Dorr*2025 · 3 citations* ## Top topics Topics of its works in our library, with the number of works on each. [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/) ## Fields [Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) ## Top authors Authors with a page who published here most often: their works here, and the citations of those works. [🧑‍🔬**Bonnie Dorr**1 work here · 3 citations](https://md.research.elamur.ai/free/en/authors/bonnie-dorr/) ## Top institutions Institutions on the bylines of its works here, by the number of works. [🎓**University of Florida** Gainesville · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-florida/) works and citations from OpenAlex and our library. - [next → edition of NLPerspectives 2026](https://md.research.elamur.ai/free/en/venues/nlperspectives/2026/) - [↑ back to edition of NLPerspectives](https://md.research.elamur.ai/free/en/venues/nlperspectives/)