NLPExplorer

ACL - 2025

Total Papers:- 1972

Total Papers accross all years:- 16175

Total Citations :- 0

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Uncertainty Quantification for Large Language Models

Flexora: Flexible Low-Rank Adaptation for Large Language Models

Chenxing Wei | Yao Shu | Ying Tiffany He | Fei Yu |

Look Both Ways and No Sink: Converting LLMs into Text Encoders without Training

Veracity Bias and Beyond: Uncovering LLMs’ Hidden Beliefs in Problem-Solving Reasoning

Yue Zhou | Barbara Di Eugenio |

Quantized Can Still Be Calibrated: A Unified Framework to Calibration in Quantized Large Language Models

Mingyu Zhong | Guanchu Wang | Yu-Neng Chuang | Na Zou |

LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models

Small Models, Big Impact: Efficient Corpus and Graph-Based Adaptation of Small Multilingual Language Models for Low-Resource Languages

Daniil Gurgurov | Ivan Vykopal | Josef Van Genabith | Simon Ostermann |

HomeBench: Evaluating LLMs in Smart Homes with Valid and Invalid Instructions Across Single and Multiple Devices

Design Choices for Extending the Context Length of Visual Language Models

Mukai Li | Lei Li | Shansan Gong | Qi Liu |

Interpret and Improve In-Context Learning via the Lens of Input-Label Mappings

Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks

Mooho Song | Hye Ryung Son | Jay-Yoon Lee |

Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering

MISP-Meeting: A Real-World Dataset with Multimodal Cues for Long-form Meeting Transcription and Summarization

Fixing Distribution Shifts of LLM Self-Critique via On-Policy Self-Play Training

Rong Bao | Donglei Yu | Kai Fan | Minpeng Liao |