NLPExplorer

insights - 2025

Total Papers:- 17

Total Papers accross all years:- 118

Total Citations :- 0

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Aligning Sizes of Intermediate Layers by LoRA Adapter for Knowledge Distillation

Takeshi Suzuki | Hiroaki Yamada | Takenobu Tokunaga |

Exploring Limitations of LLM Capabilities with Multi-Problem Evaluation

Zhengxiang Wang | Jordan Kodner | Owen Rambow |

Language-Specific Neurons Do Not Facilitate Cross-Lingual Transfer

Soumen Kumar Mondal | Sayambhu Sen | Abhishek Singhania | Preethi Jyothi |

In-Context Learning on a Budget: A Case Study in Token Classification

Uri Berger | Tal Baumel | Gabriel Stanovsky |

Do Prevalent Bias Metrics Capture Allocational Harms from LLMs?

Hannah Cyberey | Yangfeng Ji | David Evans |

The Sixth Workshop on Insights from Negative Results in NLP

LLMs are not Zero-Shot Reasoners for Biomedical Information Extraction

Exploring Multimodal Language Models for Sustainability Disclosure Extraction: A Comparative Study

Tanay Gupta | Tushar Goel | Ishan Verma |

Does Training on Synthetic Data Make Models Less Robust?

Lingze Zhang | Ellie Pavlick |

Evaluating Robustness of LLMs to Numerical Variations in Mathematical Reasoning

Yuli Yang | Hiroaki Yamada | Takenobu Tokunaga |

Challenging Assumptions in Learning Generic Text Style Embeddings

Phil Ostheimer | Marius Kloft | Sophie Fellenz |

Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based

Jeongwoo Kang | Maximin Coavoux | Didier Schwab | Cédric Lopez |

Monte Carlo Sampling for Analyzing In-Context Examples

Stephanie Schoch | Yangfeng Ji |

Error Reflection Prompting: Can Large Language Models Successfully Understand Errors?

Jason Li | Lauren Yraola | Kevin Zhu | Sean O’brien |