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ORCID30th NLDB 2025: Kanazawa, Japan - Part I
- Ryutaro Ichise:
Natural Language Processing and Information Systems - 30th International Conference on Applications of Natural Language to Information Systems, NLDB 2025, Kanazawa, Japan, July 4-6, 2025, Proceedings, Part I. Lecture Notes in Computer Science 15836, Springer 2026, ISBN 978-3-031-97140-2
Full Papers
- Keito Inoshita, Takato Ueno, Xiaokang Zhou:
Multi-scale Convolutional Fusion with Contrastive Feature Alignment for Imbalanced Data Classification. 3-18 - Daniil Moskovskiy, Sergey Pletenev
, Sergey Zagoruyko, Alexander Panchenko:
Memory Efficient LM Compression Using Fisher Information from Low-Rank Representations. 19-33 - Changxu Duan:
Accelerating End-to-End PDF to Markdown Conversion Through Assisted Generation. 34-48 - Shashank Gupta, Xuguang Ai, Yuhang Jiang, Ramakanth Kavuluru:
Comparison of Pipelines, Seq2seq Models, and LLMs for Rare Disease Information Extraction. 49-63 - Diana Kazakova, Flavius Frasincar, Jasmijn Klinkhamer:
A Multiple Graphical Convolution Networks Approach for Aspect-Based Sentiment Classification. 64-79 - Aviv Brokman, Ramakanth Kavuluru:
How Important is Domain-Specific Language Model Pretraining and Instruction Finetuning for Biomedical Relation Extraction? 80-94 - Mikhail Salnikov, Andrey Sakhovskiy, Irina Nikishina, Aida Usmanova, Angelie Kraft, Cedric Möller, Debayan Banerjee, Junbo Huang, Longquan Jiang, Rana Abdullah, Xi Yan, Elena Tutubalina, Ricardo Usbeck, Alexander Panchenko:
ShortPathQA: A Dataset for Controllable Fusion of Large Language Models with Knowledge Graphs. 95-110 - Jasper Kyle Catapang:
Explaining Bias in Internal Representations of Large Language Models via Concept Activation Vectors. 111-125 - Miao Hu, Zhiwei Lin, Adele H. Marshall:
Duplicate Bug Report Retrieval for New Bug Reports. 126-141 - Amit Maraj, Miguel Vargas Martin:
Context is the Key for LLM-Based Text Segmentation. 142-155 - Lubna Al-Henaki, Hend Al-Khalifa, AbdulMalik Al-Salman, Hajar Alqubayshi, Hind M. Al-Otaibi, Gheeda Alghamdi, Hawra Aljasim:
MultiProSE: A Multi-label Arabic Dataset for Propaganda, Sentiment, and Emotion Detection. 156-172 - Zhichao Han, Azreen Azman, Mas Rina Mustaffa, Fatimah Khalid:
CLIP-Driven Deep Hashing for Cross-Modal Retrieval. 173-185 - Dinh-Truong Do, Kiyoaki Shirai, Le-Minh Nguyen:
WIP: Iterative Post-training Pruning with Weighted Importance Estimation for Large Language Models. 186-200 - Supachoke Hanwiboonwat, Chaichana Thavornthaveekul, Prachya Boonkwan, Apivadee Piyatumrong, Peerapon Vateekul:
A Comparative Study on the Development of a Thai Legal QA Framework Using Large Language Models and Mixed Legal Datasets. 201-215 - B. Abhin, Hemanth Kumar M, Sowmya Kamath S, Vijayan Sugumaran:
Leveraging Generative AI for Chronic Kidney Disease Prediction: A Comparative Study of Open-Source LLMs. 216-228 - Sidhaarth Murali, Sowmya Kamath S, Vijayan Sugumaran:
LADDER: Latent Attention and Decomposition for Deep Enhanced Retrieval in Medical Question-Answering Systems. 229-242 - Teeradaj Racharak, Chaiyong Ragkhitwetsagul, Chommakorn Sontesadisai, Thanwadee Sunetnanta:
Test It Before You Trust It: Applying Software Testing for Trustworthy In-Context Learning. 243-258 - Fumian Chen, Hui Fang:
CAFE: Context-Aware Applicability-Weighted Fairness Evaluation. 259-274 - Mengyao Zhu, Phuc Huu Nguyen:
A Survey of LoRA Algorithm Variations for Language Models. 275-290 - Truc Mai-Thanh Nguyen, Dat Minh Nguyen, Son T. Luu, Kiet Van Nguyen:
ViMRHP: A Vietnamese Benchmark Dataset for Multimodal Review Helpfulness Prediction via Human-AI Collaborative Annotation. 291-305 - Christopher D. McDermott, Lankeshwara Munasinghe, Mathew Nicho:
Towards an Ontological Approach to Browser Fingerprinting Detection and Privacy Risk Assessment. 306-320 - Sergio Torres Aguilar:
Dual-Style Transcription of Historical Manuscripts Based on Multimodal Small Language Models with Switchable Adapters. 321-334 - Zhou Gui, Layla Kuty, Daniel Schraudner, Andreas Harth:
Semantic Reasoning for Device Identification in Dynamic Internet of Things Environments with Large Language Models. 335-349 - Jie Bian, Michael Welzl:
Instruction Tuning TextFlow Semi-automatic RFCs Generation. 350-364 - Vandana Yadav, Jon Atle Gulla, Özlem Özgöbek, Lemei Zhang:
News Timeline Summarization: Recent Methods. 365-379 - Kosuke Nakamura, Rie Hasegawa, Kotaro Otomura, Ryutaro Ichise, Jumpei Hato:
QA2HALL: A Framework for Generating Non-trivial Hallucination Detection Datasets from KGQA Datasets. 380-395 - Huy Chu, Hoang Chu, Phuong Nguyen, Minh Nguyen:
Causal Relation-Aware Data Augmentation for Legal Textual Entailment. 396-410 - Nguyen Le Minh, Naoya Inoue, Le-Minh Nguyen:
Improve Smart Contract Vulnerability Explanation with Synthetic Data and Chain-of-Thought Prompting. 411-425 - Artem Alekseev, Mikhail Chaichuk, Miron Butko, Alexander Panchenko, Elena Tutubalina, Oleg Somov:
The Benefits of Query-Based KGQA Systems for Complex and Temporal Questions in LLM Era. 426-441 - Jinze Lv, Jian Chen, Zi Long, Xianghua Fu, Yin Chen:
TopicVD: A Topic-Based Dataset of Video-Guided Multimodal Machine Translation for Documentaries. 442-456 - Abhishek Dey, Aabha Bothera, Samhita Sarikonda, Rishav Aryan, Sanjay Kumar Podishetty, Akshay Havalgi, Saurabh Srivastava, Gaurav Singh:
Multimodal Event Detection: Current Approaches and Defining the New Playground Through LLMs and VLMs. 457-471 - Keito Fukuoka, Hisashi Miyamori:
ReSHQ: Re-ranking Based on the Similarity Between Hypothetical Query and Query. 472-483 - Mizuki Yamano, Hisashi Miyamori:
Multi-hop Question Answering in SlideVQA Based on Beam Retrieval. 484-499
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