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NATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, NLDB 2025, PT I

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Accelerating End-to-End PDF to Markdown Conversion Through Assisted Generation
deleteNATURAL LANGUAGE PROCESSING AND INFORMATION SYSTEMS, NLDB 2025, PT I
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delete2026-01-01
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deleteDuan, Changxu
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CLIP-Driven Deep Hashing for Cross-Modal Retrieval
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deleteHan, Zhichao; Azman, Azreen; Mustaffa, Mas Rina; Khalid, Fatimah
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Comparison of Pipelines, Seq2seq Models, and LLMs for Rare Disease Information Extraction
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deleteGupta, Shashank; Ai, Xuguang; Jiang, Yuhang; Kavuluru, Ramakanth
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Explaining Bias in Internal Representations of Large Language Models via Concept Activation Vectors
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deleteCatapang, Jasper Kyle
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QA2HALL: A Framework for Generating Non-trivial Hallucination Detection Datasets from KGQA Datasets
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deleteNakamura, Kosuke; Hasegawa, Rie; Otomura, Kotaro; Ichise, Ryutaro; Hato, Jumpei
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A Multiple Graphical Convolution Networks Approach for Aspect-Based Sentiment Classification
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deleteKazakova, Diana; Frasincar, Flavius; Klinkhamer, Jasmijn
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Multimodal Event Detection: Current Approaches and Defining the New Playground Through LLMs and VLMs
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deleteDey, Abhishek; Bothera, Aabha; Sarikonda, Samhita; Aryan, Rishav; Podishetty, Sanjay Kumar; Havalgi, Akshay; Srivastava, Saurabh; Singh, Gaurav
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Improve Smart Contract Vulnerability Explanation with Synthetic Data and Chain-of-Thought Prompting
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deleteNgoc Minh Nguyen; Inoue, Naoya; Le Minh Nguyen
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Towards an Ontological Approach to Browser Fingerprinting Detection and Privacy Risk Assessment
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deleteMcDermott, Christopher D.; Munasinghe, Lankeshwara; Nicho, Mathew
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Multi-scale Convolutional Fusion with Contrastive Feature Alignment for Imbalanced Data Classification
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deleteInoshita, Keito; Ueno, Takato; Zhou, Xiaokang
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Instruction Tuning TextFlow Semi-automatic RFCs Generation
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deleteBian, Jie; Welzl, Michael
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Context is the Key for LLM-Based Text Segmentation
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deleteMaraj, Amit; Martin, Miguel Vargas
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Semantic Reasoning for Device Identification in Dynamic Internet of Things Environments with Large Language Models
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deleteGui, Zhou; Kuty, Layla; Schraudner, Daniel; Harth, Andreas
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WIP: Iterative Post-training Pruning with Weighted Importance Estimation for Large Language Models
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deleteDo, Dinh-Truong; Shirai, Kiyoaki; Nguyen, Le-Minh
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Causal Relation-Aware Data Augmentation for Legal Textual Entailment
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deleteChu, Huy; Chu, Hoang; Nguyen, Phuong; Nguyen, Minh
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Leveraging Generative AI for Chronic Kidney Disease Prediction: A Comparative Study of Open-Source LLMs
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deleteAbhin, B.; Kumar, Hemanth M.; Kamath, Sowmya S.; Sugumaran, Vijayan
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ShortPathQA: A Dataset for Controllable Fusion of Large Language Models with Knowledge Graphs
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deleteSalnikov, Mikhail; Sakhovskiy, Andrey; Nikishina, Irina; Usmanova, Aida; Kraft, Angelie; Moller, Cedric; Banerjee, Debayan; Huang, Junbo; Jiang, Longquan; Abdullah, Rana; Yan, Xi; Tutubalina, Elena; Usbeck, Ricardo; Panchenko, Alexander
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ViMRHP: A Vietnamese Benchmark Dataset for Multimodal Review Helpfulness Prediction via Human-AI Collaborative Annotation
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deleteTruc Mai-Thanh Nguyen; Dat Minh Nguyen; Luu, Son T.; Kiet Van Nguyen
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A Comparative Study on the Development of a Thai Legal QA Framework Using Large Language Models and Mixed Legal Datasets
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deleteHanwiboonwat, Supachoke; Thavornthaveekul, Chaichana; Boonkwan, Prachya; Piyatumrong, Apivadee; Vateekul, Peerapon
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How Important is Domain-Specific Language Model Pretraining and Instruction Finetuning for Biomedical Relation Extraction?
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deleteBrokman, Aviv; Kavuluru, Ramakanth
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