NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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REALM: Recursive Relevance Modeling for LLM-based Document Re-Ranking

Pinhuan Wang | Zhiqiu Xia | Chunhua Liao | Feiyi Wang | Hang Liu |

Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills

Changsheng Wang | Chongyu Fan | Yihua Zhang | Jinghan Jia | Dennis Wei | Parikshit Ram | Nathalie Baracaldo | Sijia Liu |

Transplant Then Regenerate: A New Paradigm for Text Data Augmentation

Guangzhan Wang | Hongyu Zhang | Beijun Shen | Xiaodong Gu |

Can LLMs be Literary Companions?: Analysing LLMs on Bengali Figures of Speech Identification

Sourav Das | Kripabandhu Ghosh |

RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution

Jiahui Li | Lin Li | Tai-Wei Chang | Kun Kuang | Long Chen | Jun Zhou | Cheng Yang |

Unleashing the Reasoning Potential of LLMs by Critique Fine-Tuning on One Problem

Yubo Wang | Ping Nie | Kai Zou | Lijun Wu | Wenhu Chen |

AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs

Xiaopeng Ke | Hexuan Deng | Xuebo Liu | Jun Rao | Zhenxi Song | Jun Yu | Min Zhang |

Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values

Hongbo Zhang | Han Cui | Guangsheng Bao | Linyi Yang | Jun Wang | Yue Zhang |

MS-RAG: Simple and Effective Multi-Semantic Retrieval-Augmented Generation

Xiaozhou You | Yahui Luo | Lihong Gu |

TurboRAG: Accelerating Retrieval-Augmented Generation with Precomputed KV Caches for Chunked Text

Songshuo Lu | Hua Wang | Yutian Rong | Zhi Chen | Yaohua Tang |

Coarse-to-Fine Grounded Memory for LLM Agent Planning

Wei Yang | Jinwei Xiao | Hongming Zhang | Qingyang Zhang | Yanna Wang | Bo Xu |

LLMs Behind the Scenes: Enabling Narrative Scene Illustration

Melissa Roemmele | John Joon Young Chung | Taewook Kim | Yuqian Sun | Alex Calderwood | Max Kreminski |

Context-aware Biases for Length Extrapolation

Ali Veisi | Hamidreza Amirzadeh | Amir M. Mansourian |

Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition?

Boxiang Ma | Ru Li | Wang Yuanlong | Hongye Tan | Xiaoli Li |

FlightGPT: Towards Generalizable and Interpretable UAV Vision-and-Language Navigation with Vision-Language Models

Hengxing Cai | Jinhan Dong | Jingjun Tan | Jingcheng Deng | Sihang Li | Zhifeng Gao | Haidong Wang | Zicheng Su | Agachai Sumalee | Renxin Zhong |

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