NLPExplorer

NAACL - 2025

Total Papers:- 909

Total Papers accross all years:- 7068

Total Citations :- 0

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Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity

Yuji Byun | Jaeho Lee |

SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals

FLEURS-ASL: Including American Sign Language in Massively Multilingual Multitask Evaluation

Garrett Tanzer |

Is It Navajo? Accurate Language Detection for Endangered Athabaskan Languages

Ivory Yang | Weicheng Ma | Chunhui Zhang | Soroush Vosoughi |

DPL: Diverse Preference Learning Without A Reference Model

Upsample or Upweight? Balanced Training on Heavily Imbalanced Datasets

SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning

Jinu Lee | Wonseok Hwang |

Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation

Kevin Shukang Wang | Karel Joshua Harjono | Ramon Lawrence |

MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration

David Wan | Justin Chen | Elias Stengel-Eskin | Mohit Bansal |

Scaling LLM Inference Efficiently with Optimized Sample Compute Allocation

Knowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval

Language Models Largely Exhibit Human-like Constituent Ordering Preferences

Ada Tur | Gaurav Kamath | Siva Reddy |

AEGIS2.0: A Diverse AI Safety Dataset and Risks Taxonomy for Alignment of LLM Guardrails

DART: An AIGT Detector using AMR of Rephrased Text

Hyeonchu Park | Byungjun Kim | Bugeun Kim |

IHEval: Evaluating Language Models on Following the Instruction Hierarchy