中国机械工程学会生产工程分会知识服务平台

会议文集


文集名Natural Language Processing and Information Systems
会议名30th International Conference on Natural Language and Information Systems (NLDB 2025)
中译名《第三十届国际自然语言与信息系统会议,卷2》
会议日期July 4-6, 2025
会议地点Kanazawa, Japan
出版年2026
馆藏号358635


题名作者出版年
Exploration of Rationale-Extraction Methods for Closed-Domain Question Answering with a New Sentence-Level Rationale DatasetLize Pirenne; Samy Mokeddem; Damien Ernst; Gilles Louppe2026
Hybrid-SET: Few-Shot Example Selection Combining Sentence Similarity and Set Coverage - A Case Study on Material Science DomainChencheng Zhu; Tomoki Taniguchi; Tomoko Ohkuma; Kazutaka Shimada2026
Efficiently Summarizing Norwegian Legal TextsTu My Doan; David Baumgartner; Benjamin Kille2026
FairNM: Fairness in Name MatchingYuan Liu; Flavius Frasincar2026
Is a Similar Task Useful for Few-Shot Selection? Aspect Term Extraction Using LLMKoki Imazato; Kazutaka Shimada2026
IRIS: Rapid Curation Framework for Iterative Improvement of Noisy Named Entity AnnotationsKen Yano; Makoto Miwa; Sophia Ananiadou2026
Fusion-in-LLM: A Parallel Approach to Improve Retrieval-Augmented Generation for Quiz-Based Question AnsweringYuuki Tachioka2026
Unveiling Emotional Signature in Conspiracy Topics on Social Media Through Vector AnalysisLuigi Lomasto; Nicola Lettieri; Delfina Malandrino; Valerio Mosca; Rocco Zaccagnino2026
LLM-Supervised Multilingual Skill Extraction and Classification from Job AdsJakob Morup Wang; Zhiru Sun2026
Cross-Domain Named Entity Recognition: A Resource-Efficient Transfer Learning ApproachGianmaria Balducci; Elisabetta Fersini; Enza Messina2026
Explainable AI for NLP: Enhancing Transparency in Sentiment Analysis and Named Entity RecognitionFeras Elkharrat; Mohamed Ghoniem; Ahmed Sherif; Caroline Sabty2026
Utilization of SLMs as Generator in RAGKouya Abe; Hiroyuki Shinnou2026
Repurposing Annotation Guidelines to Instruct LLM Annotators: A Case StudyKon Woo Kim; Rezarta Islamaj; Jin-Dong Kim; Florian Boudin; Akiko Aizawa2026
Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security ImplicationsZiyi Tong; Feifei Sun; Le Minh Nguyen2026
EcoRAG: A Multi-hop Economic QA Benchmark for Retrieval Augmented Generation Using Knowledge GraphsHanieh Khorashadizadeh; Sanju Tiwari; Farah Benamara; Nandana Mihindukulasooriya; Jinghua Groppe; Soror Sahri; Morteza Ezzabady; Frederic Ieng; Sven Groppe2026
Should Embedding-Based News Recommendation be Revisited? A Focus on the Differences Between News Publishers and AggregatorsTakumi Tamura; Yoichiro Ito; Masaki Aota; Kenta Yamada; Shotaro Ishihara2026
A Simple Ensemble Strategy for LLM Inference: Towards More Stable Text ClassificationJunichiro Niimi2026
Testing Procedure Generation Based on Testing Requirements for Automotive Components with LLM Fine-TuningMan Yiu Chow; Mitsuhiro Kitani2026
OpenThaiGPT 1.5: A Thai-Centric Open Source Large Language ModelSumeth Yuenyong; Kobkrit Viriyayudhakorn; Apivadee Piyatumrong; Jillaphat Jaroenkantasima2026
ESG-Consultant: Developing of an ESG Compliance Consulting Tool for Companies Using RAGAngel Ontiveros; Irina Nikishina; Moritz Gomm; Christopher Schmitt; Chris Biemann2026
12