NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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Rethinking Text-based Protein Understanding: Retrieval or LLM?

Juntong Wu | Zijing Liu | He Cao | Li Hao | Bin Feng | Zishan Shu | Ke Yu | Li Yuan | Yu Li |

Retracing the Past: LLMs Emit Training Data When They Get Lost

Myeongseob Ko | Nikhil Reddy Billa | Adam Nguyen | Charles Fleming | Ming Jin | Ruoxi Jia |

RPDR: A Round-trip Prediction-Based Data Augmentation Framework for Long-Tail Question Answering

Yiming Zhang | Siyue Zhang | Junbo Zhao | Chen Zhao |

A Head to Predict and a Head to Question: Pre-trained Uncertainty Quantification Heads for Hallucination Detection in LLM Outputs

Artem Shelmanov | Ekaterina Fadeeva | Akim Tsvigun | Ivan Tsvigun | Zhuohan Xie | Igor Kiselev | Nico Daheim | Caiqi Zhang | Artem Vazhentsev | Mrinmaya Sachan | Preslav Nakov | Timothy Baldwin |

Multimodal Language Models See Better When They Look Shallower

Haoran Chen | Junyan Lin | Xinghao Chen | Yue Fan | Jianfeng Dong | Xin Jin | Hui Su | Jinlan Fu | Xiaoyu Shen |

A Computational Simulation of Language Production in First Language Acquisition

Yuan Gao | Weiwei Sun |

xCoRe: Cross-context Coreference Resolution

Giuliano Martinelli | Bruno Gatti | Roberto Navigli |

Evaluating LLM-Generated Diagrams as Graphs

Chumeng Liang | Jiaxuan You |

PhonoThink: Improving Large Language Models’ Reasoning on Chinese Phonological Ambiguities

Jianfei Ma | Zhaoxin Feng | Emmanuele Chersoni | Huacheng Song | Ziqi Zhang |

Enhancing LLM-Based Social Bot via an Adversarial Learning Framework

Fanqi Kong | Xiaoyuan Zhang | Xinyu Chen | Yaodong Yang | Song-Chun Zhu | Xue Feng |

Measuring and Mitigating Media Outlet Name Bias in Large Language Models

Seong-Jin Park | Kang-Min Kim |

Unveiling Internal Reasoning Modes in LLMs: A Deep Dive into Latent Reasoning vs. Factual Shortcuts with Attribute Rate Ratio

Yiran Yang | Haifeng Sun | Jingyu Wang | Qi Qi | Zirui Zhuang | Huazheng Wang | Pengfei Ren | Jing Wang | Jianxin Liao |

Do LLMs Adhere to Label Definitions? Examining Their Receptivity to External Label Definitions

Seyedali Mohammadi | Bhaskara Hanuma Vedula | Hemank Lamba | Edward Raff | Ponnurangam Kumaraguru | Francis Ferraro | Manas Gaur |

Taming the Real-world Complexities in CPT E/M Coding with Large Language Models

Islam Nassar | Yang Lin | Yuan Jin | Rongxin Zhu | Chang Wei Tan | Zenan Zhai | Nitika Mathur | Thanh Tien Vu | Xu Zhong | Long Duong | Yuan-Fang Li |

PRIM: Towards Practical In-Image Multilingual Machine Translation

Yanzhi Tian | Zeming Liu | Zhengyang Liu | Chong Feng | Xin Li | Heyan Huang | Yuhang Guo |

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