NLPExplorer

UncertaiNLP - 2025

Total Papers:- 28

Total Papers accross all years:- 42

Total Citations :- 0

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Read Your Own Mind: Reasoning Helps Surface Self-Confidence Signals in LLMs

Jakub Podolak | Rajeev Verma |

Uncertainty in Semantic Language Modeling with PIXELS

Stefania Radu | Marco Zullich | Matias Valdenegro-Toro |

Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan

Causal Understanding by LLMs: The Role of Uncertainty

Oscar William Lithgow-Serrano | Vani Kanjirangat | Alessandro Antonucci |

The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models

Esteban Garces Arias | Julian Rodemann | Christian Heumann |

Confidence Calibration in Large Language Model-Based Entity Matching

Asking a Language Model for Diverse Responses

Sergey Troshin | Irina Saparina | Antske Fokkens | Vlad Niculae |

Calibrating Language Models for Neural Ranking under Noisy Supervision with Relaxed Labels

Arnab Sharma | Daniel Vollmers | Axel-Cyrille Ngonga Ngomo |

Amortized Bayesian Meta-Learning for Low-Rank Adaptation of Large Language Models

Liyi Zhang | Jake C. Snell | Thomas L. Griffiths |

ERGO: Entropy-guided Resetting for Generation Optimization in Multi-turn Language Models

HALLUCINOGEN: Benchmarking Hallucination in Implicit Reasoning within Large Vision Language Models

Ashish Seth | Dinesh Manocha | Chirag Agarwal |

The Benefits of Being Uncertain: Perplexity as a Signal for Naturalness in Multilingual Machine Translation

Timothy Pistotti | Michael J. Witbrock | Dr Padriac Amato Tahua O’Leary | Jason Brown |

On the Role of Unobserved Sequences on Sample-based Uncertainty Quantification for LLMs

Lucie Kunitomo-Jacquin | Edison Marrese-Taylor | Ken Fukuda |