NLPExplorer

XLLM - 2025

Total Papers:- 33

Total Papers accross all years:- 33

Total Citations :- 0

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Structure Modeling Approach for UD Parsing of Historical Modern Japanese

SpeechEE@XLLM25: End-to-End Structured Event Extraction from Speech

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning

Xinye Li | Mingqi Wan | Dianbo Sui |

Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation

Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications

Ulyana Isaeva | Danil Astafurov | Nikita Martynov |

DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt

Chengfeng Qiu | Lifeng Zhou | Kaifeng Wei | Yuke Li |

LLM Dependency Parsing with In-Context Rules

Michael Ginn | Alexis Palmer |

Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis

Daoyang Li | Haiyan Zhao | Qingcheng Zeng | Mengnan Du |

DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations

Nicholas Popovic | Ashish Kangen | Tim Schopf | Michael Färber |

Regular-pattern-sensitive CRFs for Distant Label Interactions

Sean Papay | Roman Klinger | Sebastian Padó |

From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction

SpeechEE@XLLM25: Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction

Máté Gedeon |

Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs

Ankush Raut | Xiaofeng Zhu | Maria Pacheco |

Do we still need Human Annotators? Prompting Large Language Models for Aspect Sentiment Quad Prediction

Nils Hellwig | Jakob Fehle | Udo Kruschwitz | Christian Wolff |