NLPExplorer

ACL - 2025

Total Papers:- 1972

Total Papers accross all years:- 16175

Total Citations :- 0

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Instance-Selection-Inspired Undersampling Strategies for Bias Reduction in Small and Large Language Models for Binary Text Classification

Memorization Inheritance in Sequence-Level Knowledge Distillation for Neural Machine Translation

Verna Dankers | Vikas Raunak |

One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments

ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation

Yiyi Chen | Qiongkai Xu | Johannes Bjerva |

Beyond Single Labels: Improving Conversational Recommendation through LLM-Powered Data Augmentation

Haozhe Xu | Xiaohua Wang | Changze Lv | Xiaoqing Zheng |

Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems

RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation

Haoyu Dong | Yue Hu | Huailiang Peng | Yanan Cao |

Revisiting Uncertainty Quantification Evaluation in Language Models: Spurious Interactions with Response Length Bias Results

Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback

Yucheng Zhou | Lingran Song | Jianbing Shen |

DRUM: Learning Demonstration Retriever for Large MUlti-modal Models

Ellen Yi-Ge | Jiechao Gao | Wei Han | Wei Zhu |

Truth Knows No Language: Evaluating Truthfulness Beyond English

Data Whisperer: Efficient Data Selection for Task-Specific LLM Fine-Tuning via Few-Shot In-Context Learning

MuSC: Improving Complex Instruction Following with Multi-granularity Self-Contrastive Training

Decoding Reading Goals from Eye Movements

Omer Shubi | Cfir Avraham Hadar | Yevgeni Berzak |

JuStRank: Benchmarking LLM Judges for System Ranking