NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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evision PDF of 'Efficient Inference for Large Language Models –Algorithm, Model, and System

Too Helpful, Too Harmless, Too Honest or Just Right?

Gautam Siddharth Kashyap | Mark Dras | Usman Naseem |

Personalized LLM Decoding via Contrasting Personal Preference

Hyungjune Bu | ChanJoo Jung | Minjae Kang | Jaehyung Kim |

When Truthful Representations Flip Under Deceptive Instructions?

JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning

RJE: A Retrieval-Judgment-Exploration Framework for Efficient Knowledge Graph Question Answering with LLMs

Enhancing RLHF with Human Gaze Modeling

Karim Galliamov | Ivan Titov | Ilya Pershin |

Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs

Proactive Hearing Assistants that Isolate Egocentric Conversations

Guilin Hu | Malek Itani | Tuochao Chen | Shyamnath Gollakota |

Speech Vecalign: an Embedding-based Method for Aligning Parallel Speech Documents

Chutong Meng | Philipp Koehn |

Structured Moral Reasoning in Language Models: A Value-Grounded Evaluation Framework

Mohna Chakraborty | Lu Wang | David Jurgens |

Meta-Rewarding Language Models: Self-Improving Alignment with LLM-as-a-Meta-Judge

Recall with Reasoning: Chain-of-Thought Distillation for Mamba’s Long-Context Memory and Extrapolation

Train One Sparse Autoencoder Across Multiple Sparsity Budgets to Preserve Interpretability and Accuracy

Extending Automatic Machine Translation Evaluation to Book-Length Documents