NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis

VersaTune: An Efficient Data Composition Framework for Training Multi-Capability LLMs

Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors

Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models

Md. Atabuzzaman | Ali Asgarov | Chris Thomas |

Exploring the Hidden Capacity of LLMs for One-Step Text Generation

Gleb Mezentsev | Ivan Oseledets |

MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification

TORSO: Template-Oriented Reasoning Towards General Tasks

Minhyuk Kim | Seungyoon Lee | Heuiseok Lim |

MAVL: A Multilingual Audio-Video Lyrics Dataset for Animated Song Translation

Woohyun Cho | Youngmin Kim | Sunghyun Lee | Youngjae Yu |

UNComp: Can Matrix Entropy Uncover Sparsity? — A Compressor Design from an Uncertainty-Aware Perspective

Graph-Guided Textual Explanation Generation Framework

AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment

User Feedback in Human-LLM Dialogues: A Lens to Understand Users But Noisy as a Learning Signal

Yuhan Liu | Michael JQ Zhang | Eunsol Choi |

SimVBG: Simulating Individual Values by Backstory Generation

AIP: Subverting Retrieval-Augmented Generation via Adversarial Instructional Prompt

Saket Sanjeev Chaturvedi | Gaurav Bagwe | Lan Emily Zhang | Xiaoyong Yuan |

We Politely Insist: Your LLM Must Learn the Persian Art of Taarof