NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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SEAL: Structure and Element Aware Learning Improves Long Structured Document Retrieval

Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation

Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models

Masahiro Kaneko | Alham Fikri Aji | Timothy Baldwin |

RuCCoD: Towards Automated ICD Coding in Russian

Speculative Safety-Aware Decoding

Xuekang Wang | Shengyu Zhu | Xueqi Cheng |

Speculative Streaming: Efficient and Scalable Speculative Decoding with Multi-Stream Attention

Bias Mitigation or Cultural Commonsense? Evaluating LLMs with a Japanese Dataset

Taisei Yamamoto | Ryoma Kumon | Danushka Bollegala | Hitomi Yanaka |

PanicToCalm: A Proactive Counseling Agent for Panic Attacks

Syntax-Aware Retrieval Augmentation for Neural Symbolic Regression

Canmiao Zhou | Han Huang |

Stronger Baselines for Retrieval-Augmented Generation with Long-Context Language Models

Alex Laitenberger | Christopher D Manning | Nelson F. Liu |

Good Intentions Beyond ACL: Who Does NLP for Social Good, and Where?

It’s All About In-Context Learning! Teaching Extremely Low-Resource Languages to LLMs

Yue Li | Zhixue Zhao | Carolina Scarton |

Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs

Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning

Accelerated Test-Time Scaling with Model-Free Speculative Sampling