NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference

Libo Zhang | Zhaoning Zhang | Xubaizhou | Rui Li | Zhiliang Tian | Songzhu Mei | Dongsheng Li |

Visual Contextual Attack: Jailbreaking MLLMs with Image-Driven Context Injection

Miao Ziqi | Yi Ding | Lijun Li | Jing Shao |

Route Sparse Autoencoder to Interpret Large Language Models

Wei Shi | Sihang Li | Tao Liang | Mingyang Wan | Guojun Ma | Xiang Wang | Xiangnan He |

From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text

Ridwan Mahbub | Mohammed Saidul Islam | Mir Tafseer Nayeem | Md Tahmid Rahman Laskar | Mizanur Rahman | Shafiq Joty | Enamul Hoque |

In Benchmarks We Trust ... Or Not?

Ine Gevers | Victor De Marez | Jens Van Nooten | Jens Lemmens | Andriy Kosar | Ehsan Lotfi | Nikolay Banar | Pieter Fivez | Luna De Bruyne | Walter Daelemans |

Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition

Danielle Cohen | Yoni Halpern | Noam Kahlon | Joel Oren | Omri Berkovitch | Sapir Caduri | Ido Dagan | Anatoly Efros |

LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation

Keisuke Kamahori | Jungo Kasai | Noriyuki Kojima | Baris Kasikci |

Meta-Semantics Augmented Few-Shot Relational Learning

Han Wu | Jie Yin |

ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning

Changtai Zhu | Siyin Wang | Ruijun Feng | Kai Song | Xipeng Qiu |

The Good, the Bad, and the Debatable: A Survey on the Impacts of Data for In-Context Learning

Stephanie Schoch | Yangfeng Ji |

Banking Done Right: Redefining Retail Banking with Language-Centric AI

Xin Jie Chua | Jeraelyn Ming Li Tan | Jia Xuan Tan | Soon Chang Poh | Yi Xian Goh | Debbie Hui Tian Choong | Foong Chee Mun | Sze Jue Yang | Chee Seng Chan |

Does Context Matter? A Prosodic Comparison of English and Spanish in Monolingual and Multilingual Discourse Settings

Debasmita Bhattacharya | David Sasu | Michela Marchini | Natalie Schluter | Julia Hirschberg |

OMS: On-the-fly, Multi-Objective, Self-Reflective Ad Keyword Generation via LLM Agent

Bowen Chen | Zhao Wang | Shingo Takamatsu |

Demystifying Domain-adaptive Post-training for Financial LLMs

Zixuan Ke | Yifei Ming | Xuan-Phi Nguyen | Caiming Xiong | Shafiq Joty |

Waste-Bench: A Comprehensive Benchmark for Evaluating VLLMs in Cluttered Environments

Muhammad Ali | Salman Khan |

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