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| 2025 | Multi-scale Convolutional Fusion with Contrastive Feature Alignment for Imbalanced Data Classification. | Keito Inoshita, Takato Ueno, Xiaokang Zhou |
| 2025 | Is a Similar Task Useful for Few-Shot Selection? Aspect Term Extraction Using LLM. | Koki Imazato, Kazutaka Shimada |
| 2025 | Duplicate Bug Report Retrieval for New Bug Reports. | Miao Hu, Zhiwei Lin, Adele H. Marshall |
| 2025 | A Comparative Study on the Development of a Thai Legal QA Framework Using Large Language Models and Mixed Legal Datasets. | Supachoke Hanwiboonwat, Chaichana Thavornthaveekul, Prachya Boonkwan, Apivadee Piyatumrong, Peerapon Vateekul |
| 2025 | CLIP-Driven Deep Hashing for Cross-Modal Retrieval. | Zhichao Han, Azreen Azman, Mas Rina Mustaffa, Fatimah Khalid |
| 2025 | Comparison of Pipelines, Seq2seq Models, and LLMs for Rare Disease Information Extraction. | Shashank Gupta, Xuguang Ai, Yuhang Jiang, Ramakanth Kavuluru |
| 2025 | Semantic Reasoning for Device Identification in Dynamic Internet of Things Environments with Large Language Models. | Zhou Gui, Layla Kuty, Daniel Schraudner, Andreas Harth |
| 2025 | ReSHQ: Re-ranking Based on the Similarity Between Hypothetical Query and Query. | Keito Fukuoka, Hisashi Miyamori |
| 2025 | Explainable AI for NLP: Enhancing Transparency in Sentiment Analysis and Named Entity Recognition. | Feras Elkharrat, Mohamed Ghoniem, Ahmed Sherif, Caroline Sabty |
| 2025 | Accelerating End-to-End PDF to Markdown Conversion Through Assisted Generation. | Changxu Duan |
| 2025 | WIP: Iterative Post-training Pruning with Weighted Importance Estimation for Large Language Models. | Dinh-Truong Do, Kiyoaki Shirai, Le-Minh Nguyen |
| 2025 | Efficiently Summarizing Norwegian Legal Texts. | Tu My Doan, David Baumgartner, Benjamin Kille |
| 2025 | Multimodal Event Detection: Current Approaches and Defining the New Playground Through LLMs and VLMs. | Abhishek Dey, Aabha Bothera, Samhita Sarikonda, Rishav Aryan, Sanjay Kumar Podishetty, Akshay Havalgi, Saurabh Srivastava, Gaurav Singh |
| 2025 | Causal Relation-Aware Data Augmentation for Legal Textual Entailment. | Huy Chu, Hoang Chu, Phuong Nguyen, Minh Nguyen |
| 2025 | Testing Procedure Generation Based on Testing Requirements for Automotive Components with LLM Fine-Tuning. | Man Yiu Chow, Mitsuhiro Kitani |
| 2025 | CAFE: Context-Aware Applicability-Weighted Fairness Evaluation. | Fumian Chen, Hui Fang |
| 2025 | Explaining Bias in Internal Representations of Large Language Models via Concept Activation Vectors. | Jasper Kyle Catapang |
| 2025 | How Important is Domain-Specific Language Model Pretraining and Instruction Finetuning for Biomedical Relation Extraction? | Aviv Brokman, Ramakanth Kavuluru |
| 2025 | Instruction Tuning TextFlow Semi-automatic RFCs Generation. | Jie Bian, Michael Welzl |
| 2025 | Cross-Domain Named Entity Recognition: A Resource-Efficient Transfer Learning Approach. | Gianmaria Balducci, Elisabetta Fersini, Enza Messina |
| 2025 | MultiProSE: A Multi-label Arabic Dataset for Propaganda, Sentiment, and Emotion Detection. | Lubna Al-Henaki, Hend Al-Khalifa, AbdulMalik Al-Salman, Hajar Alqubayshi, Hind M. Al-Otaibi, Gheeda Alghamdi, Hawra Aljasim |
| 2025 | The Benefits of Query-Based KGQA Systems for Complex and Temporal Questions in LLM Era. | Artem Alekseev, Mikhail Chaichuk, Miron Butko, Alexander Panchenko, Elena Tutubalina, Oleg Somov |
| 2025 | Dual-Style Transcription of Historical Manuscripts Based on Multimodal Small Language Models with Switchable Adapters. | Sergio Torres Aguilar |
| 2025 | Leveraging Generative AI for Chronic Kidney Disease Prediction: A Comparative Study of Open-Source LLMs. | B. Abhin, Hemanth Kumar M, Sowmya Kamath S., Vijayan Sugumaran |