NLPExplorer

TrustNLP - 2025

Total Papers:- 39

Total Papers accross all years:- 79

Total Citations :- 0

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Summary the Savior: Harmful Keyword and Query-based Summarization for LLM Jailbreak Defense

Shagoto Rahman | Ian Harris |

A Calibrated Reflection Approach for Enhancing Confidence Estimation in LLMs

Umesh Bodhwani | Yuan Ling | Shujing Dong | Yarong Feng | Hongfei Li |

Smaller Large Language Models Can Do Moral Self-Correction

Guangliang Liu | Zhiyu Xue | Xitong Zhang | Rongrong Wang | Kristen Johnson |

Monte Carlo Temperature: a robust sampling strategy for LLM’s uncertainty quantification methods

Nicola Cecere | Andrea Bacciu | Ignacio Fernández-Tobías | Amin Mantrach |

Proceedings of the 5th Workshop on Trustworthy NLP (TrustNLP 2025)

Trista Cao | Anubrata Das | Tharindu Kumarage | Yixin Wan | Satyapriya Krishna | Ninareh Mehrabi | Jwala Dhamala | Anil Ramakrishna | Aram Galystan | Anoop Kumar | Rahul Gupta | Kai-Wei Chang |

Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models

Alberto Purpura | Sahil Wadhwa | Jesse Zymet | Akshay Gupta | Andy Luo | Melissa Kazemi Rad | Swapnil Shinde | Mohammad Shahed Sorower |

Are Small Language Models Ready to Compete with Large Language Models for Practical Applications?

Neelabh Sinha | Vinija Jain | Aman Chadha |

Know Thyself: Validating Knowledge Awareness of LLM-based Persona Agents

Savita Bhat | Ishaan Shukla | Shirish Karande |

Do Voters Get the Information They Want? Understanding Authentic Voter FAQs in the US and How to Improve for Informed Electoral Participation

Vipula Rawte | Deja N Scott | Gaurav Kumar | Aishneet Juneja | Bharat Sowrya Yaddanapalli | Biplav Srivastava |

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