NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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ViLBench: A Suite for Vision-Language Process Reward Modeling

Haoqin Tu | Weitao Feng | Hardy Chen | Hui Liu | Xianfeng Tang | Cihang Xie |

A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality

Hanbo Huang | Yihan Li | Bowen Jiang | Bo Jiang | Lin Liu | Zhuotao Liu | Ruoyu Sun | Shiyu Liang |

Think and Recall: Layer-Level Prompting for Lifelong Model Editing

Jinke Wang | Zenan Ying | Qi Liu | Wei Chen | Tong Xu | Huijun Hou | Zhi Zheng |

Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs

Zhang Zhang | Guhao Feng | Jian Guan | Di He | Wei Wu |

What are Foundation Models Cooking in the Post-Soviet World?

Anton Lavrouk | Tarek Naous | Alan Ritter | Wei Xu |

WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification

Yiwen Jiang | Deval Mehta | Siyuan Yan | Yaling Shen | Zimu Wang | Zongyuan Ge |

Rescorla-Wagner Steering of LLMs for Undesired Behaviors over Disproportionate Inappropriate Context

Rushi Wang | Jiateng Liu | Cheng Qian | Yifan Shen | Yanzhou Pan | Zhaozhuo Xu | Ahmed Abbasi | Heng Ji | Denghui Zhang |

TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection

Zehong Yan | Peng Qi | Wynne Hsu | Mong-Li Lee |

Let’s Play Across Cultures: A Large Multilingual, Multicultural Benchmark for Assessing Language Models’ Understanding of Sports

Punit Kumar Singh | Nishant Kumar | Akash Ghosh | Kunal Pasad | Khushi Soni | Manisha Jaishwal | Sriparna Saha | Syukron Abu Ishaq Alfarozi | Asres Temam Abagissa | Kitsuchart Pasupa | Haiqin Yang | Jose G Moreno |

Puzzled by Puzzles: When Vision-Language Models Can’t Take a Hint

Heekyung Lee | Jiaxin Ge | Tsung-Han Wu | Minwoo Kang | Trevor Darrell | David M. Chan |

Don’t Sweat the Small Stuff: Segment-Level Meta-Evaluation Based on Pairwise Difference Correlation

Colten DiIanni | Daniel Deutsch |

Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral

António Farinhas | Nuno M Guerreiro | Sweta Agrawal | Ricardo Rei | Andre Martins |

Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance

Xueqing Peng | Triantafillos Papadopoulos | Efstathia Soufleri | Polydoros Giannouris | Ruoyu Xiang | Yan Wang | Lingfei Qian | Jimin Huang | Qianqian Xie | Sophia Ananiadou |

CondenseLM: LLMs-driven Text Dataset Condensation via Reward Matching

Cheng Shen | Yew-Soon Ong | Joey Tianyi Zhou |

Beyond A Single AI Cluster: A Survey of Decentralized LLM Training

Haotian Dong | Jingyan Jiang | Rongwei Lu | Jiajun Luo | Jiajun Song | Bowen Li | Ying Shen | Zhi Wang |

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