NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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ResFormer: All-Time Reservoir Memory for Long Sequence Classification

Hongbo Liu | Jia Xu |

Weight-Aware Activation Sparsity with Constrained Bayesian Optimization Scheduling for Large Language Models

Ming Wang | Miao Zhang | Xuebo Liu | Liqiang Nie |

EuroGEST: Investigating gender stereotypes in multilingual language models

Noise, Adaptation, and Strategy: Assessing LLM Fidelity in Decision-Making

Yuanjun Feng | Vivek Choudhary | Yash Raj Shrestha |

SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading

Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization

Kawin Mayilvaghanan | Siddhant Gupta | Ayush Kumar |

SAFENUDGE: Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs

Joao Fonseca | Andrew Bell | Julia Stoyanovich |

Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey

Chih-Kai Yang | Neo S. Ho | Hung-yi Lee |

Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation

MiCRo: Mixture Modeling and Context-aware Routing for Personalized Preference Learning

Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models

Improving Chemical Understanding of LLMs via SMILES Parsing

Yunhui Jang | Jaehyung Kim | Sungsoo Ahn |

(Almost) Free Modality Stitching of Foundation Models

Jaisidh Singh | Diganta Misra | Boris Knyazev | Antonio Orvieto |

Co-Evolving LLMs and Embedding Models via Density-Guided Preference Optimization for Text Clustering

Zetong Li | Qinliang Su | Minhua Huang | Yin Yang |