NLPExplorer

EMNLP - 2025

Total Papers:- 138

Total Papers accross all years:- 12374

Total Citations :- 0

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AgentMaster: A Multi-Agent Conversational Framework Using A2A and MCP Protocols for Multimodal Information Retrieval and Analysis

Callie C. Liao | Duoduo Liao | Sai Surya Gadiraju |

TRACE: Training and Inference-Time Interpretability Analysis for Language Models

Nura Aljaafari | Danilo Carvalho | Andre Freitas |

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing

Christos Christodoulopoulos | Tanmoy Chakraborty | Carolyn Rose | Violet Peng |

Just One is Enough: An Existence-based Alignment Check for Robust Japanese Pronunciation Estimation

Hayate Nakano | Nobuhiro Kaji |

Collaborative Beam Search: Enhancing LLM Reasoning via Collective Consensus

Yangyifan Xu | Shuo Ren | Jiajun Zhang |

Evaluating the Evaluators: Are readability metrics good measures of readability?

Isabel Cachola | Daniel Khashabi | Mark Dredze |

Morables: A Benchmark for Assessing Abstract Moral Reasoning in LLMs with Fables

Self-Critique and Refinement for Faithful Natural Language Explanations

Yingming Wang | Pepa Atanasova |

TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games

SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection

Maithili Joshi | Palash Nandi | Tanmoy Chakraborty |

SOLAR: Towards Characterizing Subjectivity of Individuals through Modeling Value Conflicts and Trade-offs

Younghun Lee | Dan Goldwasser |

DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search

Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging

Lin Lu | Zhigang Zuo | Ziji Sheng | Pan Zhou |

EQA-RM: A Generative Embodied Reward Model with Test-time Scaling

Yuhang Chen | Zhen Tan | Tianlong Chen |

MaZO: Masked Zeroth-Order Optimization for Multi-Task Fine-Tuning of Large Language Models