NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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PLAN-TUNING: Post-Training Language Models to Learn Step-by-Step Planning for Complex Problem Solving

Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking

Let’s Reason Formally: Natural-Formal Hybrid Reasoning Enhances LLM’s Math Capability

Ruida Wang | Yuxin Li | Yi R. Fung | Tong Zhang |

POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion

Active Layer-Contrastive Decoding Reduces Hallucination in Large Language Model Generation

Hongxiang Zhang | Hao Chen | Muhao Chen | Tianyi Zhang |

PatentScore: Multi-dimensional Evaluation of LLM-Generated Patent Claims

Yongmin Yoo | Qiongkai Xu | Longbing Cao |

Case-Based Decision-Theoretic Decoding with Quality Memories

Hiroyuki Deguchi | Masaaki Nagata |

Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models

Distribution Prompting: Understanding the Expressivity of Language Models Through the Next-Token Distributions They Can Produce

Haojin Wang | Zining Zhu | Freda Shi |

Exploring the Impact of Personality Traits on LLM Toxicity and Bias

DocReRank: Single-Page Hard Negative Query Generation for Training Multi-Modal RAG Rerankers

DEBATE, TRAIN, EVOLVE: Self‐Evolution of Language Model Reasoning

Gaurav Srivastava | Zhenyu Bi | Meng Lu | Xuan Wang |

Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation

DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off

Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening