NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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Structured Preference Optimization for Vision-Language Long-Horizon Task Planning

Thinking Out Loud: Do Reasoning Models Know When They’re Right?

Qingcheng Zeng | Weihao Xuan | Leyang Cui | Rob Voigt |

Beyond the Surface: Measuring Self-Preference in LLM Judgments

RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models

The discordance between embedded ethics and cultural inference in large language models

Aida Ramezani | Yang Xu |

SocioBench: Modeling Human Behavior in Sociological Surveys with Large Language Models

Jia Wang | Ziyu Zhao | Tingjuntao Ni | Zhongyu Wei |

AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models

Improving Reasoning Capabilities in Small Models through Mixture-of-layers Distillation with Stepwise Attention on Key Information

Yao Chen | Jiawei Sheng | Wenyuan Zhang | Tingwen Liu |

StepER: Step-wise Knowledge Distillation for Enhancing Reasoning Ability in Multi-Step Retrieval-Augmented Language Models

Kyumin Lee | Minjin Jeon | Sanghwan Jang | Hwanjo Yu |

TrojanWave: Exploiting Prompt Learning for Stealthy Backdoor Attacks on Large Audio-Language Models

Asif Hanif | Maha Tufail Agro | Fahad Shamshad | Karthik Nandakumar |

AccessEval: Benchmarking Disability Bias in Large Language Models

Srikant Panda | Amit Agarwal | Hitesh Laxmichand Patel |

Towards Language-Agnostic STIPA: Universal Phonetic Transcription to Support Language Documentation at Scale

Jacob Lee Suchardt | Hana El-Shazli | Pierluigi Cassotti |

SUA: Stealthy Multimodal Large Language Model Unlearning Attack

Not Your Typical Government Tipline: LLM-Assisted Routing of Environmental Protection Agency Citizen Tips