NLPExplorer

EMNLP - 2025

Total Papers:- 2090

Total Papers accross all years:- 14326

Total Citations :- 0

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Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems

Targeted Distillation for Sentiment Analysis

Correct-Detect: Balancing Performance and Ambiguity Through the Lens of Coreference Resolution in LLMs

Amber Shore | Russell Scheinberg | Ameeta Agrawal | So Young Lee |

A Probabilistic Inference Scaling Theory for LLM Self-Correction

Friend or Foe? A Computational Investigation of Semantic False Friends across Romance Languages

Multi-perspective Analysis of Large Language Model Domain Specialization: An Experiment in Accounting Audit Procedures Generation

Yusuke Noro |

Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment

Yunfan Zhang | Kathleen McKeown | Smaranda Muresan |

SinhalaMMLU: A Comprehensive Benchmark for Evaluating Multitask Language Understanding in Sinhala

Generative or Discriminative? Revisiting Text Classification in the Era of Transformers

Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations

Few-Shot Learning Translation from New Languages

Carlos Mullov | Alexander Waibel |

Memory-Efficient Backpropagation for Fine-Tuning LLMs on Resource-Constrained Mobile Devices

Congzheng Song | Xinyu Tang |

FLARE: Faithful Logic-Aided Reasoning and Exploration

Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models

Zelin Li | Dawei Song |

DSMoE: Matrix-Partitioned Experts with Dynamic Routing for Computation-Efficient Dense LLMs