NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance

Yufei He | Ruoyu Li | Alex Chen | Yue Liu | Yulin Chen | Yuan Sui | Cheng Chen | Yi Zhu | Luca Luo | Frank Yang | Bryan Hooi |

Advancing Oversight Reasoning across Languages for Audit Sycophantic Behaviour via X-Agent

Giulia Pucci | Leonardo Ranaldi |

Think Globally, Group Locally: Evaluating LLMs Using Multi-Lingual Word Grouping Games

César Guerra-Solano | Zhuochun Li | Xiang Lorraine Li |

Training LLMs to be Better Text Embedders through Bidirectional Reconstruction

Chang Su | Dengliang Shi | Siyuan Huang | Jintao Du | Changhua Meng | Yu Cheng | Weiqiang Wang | Zhouhan Lin |

Reinforcement Learning for Large Language Models via Group Preference Reward Shaping

Huaisheng Zhu | Siyuan Xu | Hangfan Zhang | Teng Xiao | Zhimeng Guo | Shijie Zhou | Shuyue Hu | Vasant G. Honavar |

Layer-wise Minimal Pair Probing Reveals Contextual Grammatical-Conceptual Hierarchy in Speech Representations

Linyang He | Qiaolin Wang | Xilin Jiang | Nima Mesgarani |

Sparse Autoencoder Features for Classifications and Transferability

Jack Gallifant | Shan Chen | Kuleen Sasse | Hugo Aerts | Thomas Hartvigsen | Danielle Bitterman |

Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition

Chenxin An | Zhihui Xie | Xiaonan Li | Ming Zhong | Shansan Gong | Lei Li | Jun Zhang | Jingjing Xu | Lingpeng Kong |

Rapid Word Learning Through Meta In-Context Learning

Wentao Wang | Guangyuan Jiang | Tal Linzen | Brenden Lake |

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation

Jiayu Yao | Shenghua Liu | Yiwei Wang | Lingrui Mei | Baolong Bi | Yuyao Ge | Zhecheng Li | Xueqi Cheng |

AI Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with KoreaGEO

Xiaonan Wang | Bo Shao | Hansaem Kim |

SPIRIT: Patching Speech Language Models against Jailbreak Attacks

Amirbek Djanibekov | Nurdaulet Mukhituly | Kentaro Inui | Hanan Aldarmaki | Nils Lukas |

Lemmatization as a Classification Task: Results from Arabic across Multiple Genres

Mostafa Saeed | Nizar Habash |

Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation

Qiyuan Chen | Hongsen Huang | Qian Shao | Jiahe Chen | Jintai Chen | Hongxia Xu | Renjie Hua | Ren Chuan | Jian Wu |

Attacks by Content: Automated Fact-checking is an AI Security Issue

Michael Sejr Schlichtkrull |

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