NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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Date Fragments: A Hidden Bottleneck of Tokenization for Temporal Reasoning

Gagan Bhatia | Maxime Peyrard | Wei Zhao |

MCIP: Protecting MCP Safety via Model Contextual Integrity Protocol

LaMP-QA: A Benchmark for Personalized Long-form Question Answering

Alireza Salemi | Hamed Zamani |

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation

Toxicity Red-Teaming: Benchmarking LLM Safety in Singapore’s Low-Resource Languages

Yujia Hu | Ming Shan Hee | Preslav Nakov | Roy Ka-Wei Lee |

LinkAlign: Scalable Schema Linking for Real-World Large-Scale Multi-Database Text-to-SQL

Yihan Wang | Peiyu Liu | Xin Yang |

ConCISE: Confidence-guided Compression in Step-by-step Efficient Reasoning

I-SEE: An Instruction-tuned, SOP-Enhanced Quality Evaluator for Product Content

Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing

Sabri Boughorbel | Fahim Dalvi | Nadir Durrani | Majd Hawasly |

Leveraging Large Models to Evaluate Novel Content: A Case Study on Advertisement Creativity

Zhaoyi Joey Hou | Adriana Kovashka | Xiang Lorraine Li |

CMedCalc-Bench: A Fine-Grained Benchmark for Chinese Medical Calculations in LLM

Yunyan Zhang | Zhihong Zhu | Xian Wu |

Can Large Language Models Translate Unseen Languages in Underrepresented Scripts?

Continuous-Time Attention: PDE-Guided Mechanisms for Long-Sequence Transformers

Yukun Zhang | Xueqing Zhou |

ArgCMV: An Argument Summarization Benchmark for the LLM-era

Omkar Gurjar | Agam Goyal | Eshwar Chandrasekharan |