NLPExplorer

NLPerspectives - 2025

Total Papers:- 24

Total Papers accross all years:- 57

Total Citations :- 0

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Calibration as a Proxy for Fairness and Efficiency in a Perspectivist Ensemble Approach to Irony Detection

Hypernetworks for Perspectivist Adaptation

Daniil Ignatev | Denis Paperno | Massimo Poesio |

PromotionGo at LeWiDi-2025: Enhancing Multilingual Irony Detection with Data-Augmented Ensembles and L1 Loss

Ziyi Huang | N. R. Abeynayake | Xia Cui |

Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement

Revisiting Active Learning under (Human) Label Variation

Weak Ensemble Learning from Multiple Annotators for Subjective Text Classification

Ziyi Huang | N. R. Abeynayake | Xia Cui |

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI

Chathuri Jayaweera | Bonnie J. Dorr |

McMaster at LeWiDi-2025: Demographic-Aware RoBERTa

Aadi Sanghani | Sarvin Azadi | Virendra Jethra | Charles Welch |

Balancing Quality and Variation: Spam Filtering Distorts Data Label Distributions

Eve Fleisig | Matthias Orlikowski | Philipp Cimiano | Dan Klein |

Towards a Perspectivist Understanding of Irony through Rhetorical Figures

LPI-RIT at LeWiDi-2025: Improving Distributional Predictions via Metadata and Loss Reweighting with DisCo

SAGE: Steering Dialog Generation with Future-Aware State-Action Augmentation

Yizhe Zhang | Navdeep Jaitly |

Non-directive corpus annotation to reveal individual perspectives with underspecified guidelines: the case of mental workload

LeWiDi-2025 at NLPerspectives: The Third Edition of the Learning with Disagreements Shared Task