Table of Contents

• Multi-scale Convolutional Fusion with Contrastive Feature Alignment for Imbalanced Data ClassificationKeito Inoshita, Takato Ueno, Xiaokang Zhou. 3-18 [doi]
• Memory Efficient LM Compression Using Fisher Information from Low-Rank RepresentationsDaniil Moskovskiy, Sergey Pletenev, Sergey Zagoruyko, Alexander Panchenko. 19-33 [doi]
• Accelerating End-to-End PDF to Markdown Conversion Through Assisted GenerationChangxu Duan. 34-48 [doi]
• Comparison of Pipelines, Seq2seq Models, and LLMs for Rare Disease Information ExtractionShashank Gupta, Xuguang Ai, Yuhang Jiang, Ramakanth Kavuluru. 49-63 [doi]
• A Multiple Graphical Convolution Networks Approach for Aspect-Based Sentiment ClassificationDiana Kazakova, Flavius Frasincar, Jasmijn Klinkhamer. 64-79 [doi]
• How Important is Domain-Specific Language Model Pretraining and Instruction Finetuning for Biomedical Relation Extraction?Aviv Brokman, Ramakanth Kavuluru. 80-94 [doi]
• ShortPathQA: A Dataset for Controllable Fusion of Large Language Models with Knowledge GraphsMikhail Salnikov, Andrey Sakhovskiy, Irina Nikishina, Aida Usmanova, Angelie Kraft, Cedric Möller, Debayan Banerjee, Junbo Huang, Longquan Jiang 0001, Rana Abdullah, Xi Yan 0001, Elena Tutubalina, Ricardo Usbeck, Alexander Panchenko. 95-110 [doi]
• Explaining Bias in Internal Representations of Large Language Models via Concept Activation VectorsJasper Kyle Catapang. 111-125 [doi]
• Duplicate Bug Report Retrieval for New Bug ReportsMiao Hu 0003, Zhiwei Lin, Adele H. Marshall. 126-141 [doi]
• Context is the Key for LLM-Based Text SegmentationAmit Maraj, Miguel Vargas Martin. 142-155 [doi]
• MultiProSE: A Multi-label Arabic Dataset for Propaganda, Sentiment, and Emotion DetectionLubna Al-Henaki, Hend Al-Khalifa 0001, AbdulMalik Al-Salman, Hajar Alqubayshi, Hind M. Al-Otaibi, Gheeda Alghamdi, Hawra Aljasim. 156-172 [doi]
• CLIP-Driven Deep Hashing for Cross-Modal RetrievalZhichao Han 0004, Azreen Azman, Mas Rina Mustaffa, Fatimah Khalid. 173-185 [doi]
• WIP: Iterative Post-training Pruning with Weighted Importance Estimation for Large Language ModelsDinh-Truong Do, Kiyoaki Shirai, Le-Minh Nguyen 0001. 186-200 [doi]
• A Comparative Study on the Development of a Thai Legal QA Framework Using Large Language Models and Mixed Legal DatasetsSupachoke Hanwiboonwat, Chaichana Thavornthaveekul, Prachya Boonkwan, Apivadee Piyatumrong, Peerapon Vateekul. 201-215 [doi]
• Leveraging Generative AI for Chronic Kidney Disease Prediction: A Comparative Study of Open-Source LLMsB. Abhin, Hemanth Kumar M, Sowmya Kamath S, Vijayan Sugumaran. 216-228 [doi]
• LADDER: Latent Attention and Decomposition for Deep Enhanced Retrieval in Medical Question-Answering SystemsSidhaarth Murali, Sowmya Kamath S, Vijayan Sugumaran. 229-242 [doi]
• Test It Before You Trust It: Applying Software Testing for Trustworthy In-Context LearningTeeradaj Racharak, Chaiyong Ragkhitwetsagul, Chommakorn Sontesadisai, Thanwadee Sunetnanta. 243-258 [doi]
• CAFE: Context-Aware Applicability-Weighted Fairness EvaluationFumian Chen, Hui Fang. 259-274 [doi]
• A Survey of LoRA Algorithm Variations for Language ModelsMengyao Zhu, Phuc Huu Nguyen. 275-290 [doi]
• ViMRHP: A Vietnamese Benchmark Dataset for Multimodal Review Helpfulness Prediction via Human-AI Collaborative AnnotationTruc Mai-Thanh Nguyen, Dat Minh Nguyen, Son T. Luu, Kiet Van Nguyen. 291-305 [doi]
• Towards an Ontological Approach to Browser Fingerprinting Detection and Privacy Risk AssessmentChristopher D. McDermott, Lankeshwara Munasinghe, Mathew Nicho. 306-320 [doi]
• Dual-Style Transcription of Historical Manuscripts Based on Multimodal Small Language Models with Switchable AdaptersSergio Torres Aguilar. 321-334 [doi]
• Semantic Reasoning for Device Identification in Dynamic Internet of Things Environments with Large Language ModelsZhou Gui, Layla Kuty, Daniel Schraudner, Andreas Harth. 335-349 [doi]
• Instruction Tuning TextFlow Semi-automatic RFCs GenerationJie Bian, Michael Welzl. 350-364 [doi]
• News Timeline Summarization: Recent MethodsVandana Yadav, Jon Atle Gulla, Özlem Özgöbek, Lemei Zhang. 365-379 [doi]
• QA2HALL: A Framework for Generating Non-trivial Hallucination Detection Datasets from KGQA DatasetsKosuke Nakamura, Rie Hasegawa, Kotaro Otomura, Ryutaro Ichise, Jumpei Hato. 380-395 [doi]
• Causal Relation-Aware Data Augmentation for Legal Textual EntailmentHuy Chu, Hoang Chu, Phuong Nguyen, Minh Nguyen. 396-410 [doi]
• Improve Smart Contract Vulnerability Explanation with Synthetic Data and Chain-of-Thought PromptingNguyen Le Minh 0001, Naoya Inoue, Le Minh Nguyen. 411-425 [doi]
• The Benefits of Query-Based KGQA Systems for Complex and Temporal Questions in LLM EraArtem Alekseev, Mikhail Chaichuk, Miron Butko, Alexander Panchenko, Elena Tutubalina, Oleg Somov. 426-441 [doi]
• TopicVD: A Topic-Based Dataset of Video-Guided Multimodal Machine Translation for DocumentariesJinze Lv, Jian Chen, Zi Long, Xianghua Fu, Yin Chen. 442-456 [doi]
• Multimodal Event Detection: Current Approaches and Defining the New Playground Through LLMs and VLMsAbhishek Dey, Aabha Bothera, Samhita Sarikonda, Rishav Aryan, Sanjay Kumar Podishetty, Akshay Havalgi, Saurabh Srivastava, Gaurav Singh. 457-471 [doi]
• ReSHQ: Re-ranking Based on the Similarity Between Hypothetical Query and QueryKeito Fukuoka, Hisashi Miyamori. 472-483 [doi]
• Multi-hop Question Answering in SlideVQA Based on Beam RetrievalMizuki Yamano, Hisashi Miyamori. 484-499 [doi]