| 2025 | IRIS: Rapid Curation Framework for Iterative Improvement of Noisy Named Entity Annotations. | Ken Yano, Makoto Miwa, Sophia Ananiadou |
| 2025 | Multi-hop Question Answering in SlideVQA Based on Beam Retrieval. | Mizuki Yamano, Hisashi Miyamori |
| 2025 | News Timeline Summarization: Recent Methods. | Vandana Yadav, Jon Atle Gulla, zlem zgbek, Lemei Zhang |
| 2025 | LLM-Supervised Multilingual Skill Extraction and Classification from Job Ads. | Jakob Mrup Wang, Zhiru Sun |
| 2025 | Pretraining Data Exposure in Large Language Models: A Survey of Membership Inference, Data Contamination, and Security Implications. | Ziyi Tong, Feifei Sun, Nguyen Minh Le |
| 2025 | Should Embedding-Based News Recommendation be Revisited? A Focus on the Differences Between News Publishers and Aggregators. | Takumi Tamura, Yoichiro Ito, Masaki Aota, Kenta Yamada, Shotaro Ishihara |
| 2025 | Fusion-in-LLM: A Parallel Approach to Improve Retrieval-Augmented Generation for Quiz-Based Question Answering. | Yuuki Tachioka |
| 2025 | ShortPathQA: A Dataset for Controllable Fusion of Large Language Models with Knowledge Graphs. | Mikhail Salnikov, Andrey Sakhovskiy, Irina Nikishina, Aida Usmanova, Angelie Kraft, Cedric Mller, Debayan Banerjee, Junbo Huang, Longquan Jiang, Rana Abdullah, Xi Yan, Elena Tutubalina, Ricardo Usbeck, Alexander Panchenko |
| 2025 | CaLuX: A Catalyst and Lubricant Properties Extraction System for Domain Experts. | Catalina Riano, Fumian Chen, Hui Fang |
| 2025 | Test It Before You Trust It: Applying Software Testing for Trustworthy In-Context Learning. | Teeradaj Racharak, Chaiyong Ragkhitwetsagul, Chommakorn Sontesadisai, Thanwadee Sunetnanta |
| 2025 | Exploration of Rationale-Extraction Methods for Closed-Domain Question Answering with a New Sentence-Level Rationale Dataset. | Lize Pirenne, Samy Mokeddem, Damien Ernst, Gilles Louppe |
| 2025 | ESG-Consultant: Developing of an ESG Compliance Consulting Tool for Companies Using RAG. | Angel Ontiveros, Irina Nikishina, Moritz Gomm, Christopher Schmitt, Chris Biemann |
| 2025 | A Simple Ensemble Strategy for LLM Inference: Towards More Stable Text Classification. | Junichiro Niimi |
| 2025 | ViMRHP: A Vietnamese Benchmark Dataset for Multimodal Review Helpfulness Prediction via Human-AI Collaborative Annotation. | Truc Mai-Thanh Nguyen, Dat Minh Nguyen, Son T. Luu, Kiet Van Nguyen |
| 2025 | QA2HALL: A Framework for Generating Non-trivial Hallucination Detection Datasets from KGQA Datasets. | Kosuke Nakamura, Rie Hasegawa, Kotaro Otomura, Ryutaro Ichise, Jumpei Hato |
| 2025 | LADDER: Latent Attention and Decomposition for Deep Enhanced Retrieval in Medical Question-Answering Systems. | Sidhaarth Murali, Sowmya Kamath S., Vijayan Sugumaran |
| 2025 | Memory Efficient LM Compression Using Fisher Information from Low-Rank Representations. | Daniil Moskovskiy, Sergey Pletenev, Sergey Zagoruyko, Alexander Panchenko |
| 2025 | Improve Smart Contract Vulnerability Explanation with Synthetic Data and Chain-of-Thought Prompting. | Nguyen Le Minh, Naoya Inoue, Le-Minh Nguyen |
| 2025 | Towards an Ontological Approach to Browser Fingerprinting Detection and Privacy Risk Assessment. | Christopher D. McDermott, Lankeshwara Munasinghe, Mathew Nicho |
| 2025 | Context is the Key for LLM-Based Text Segmentation. | Amit Maraj, Miguel Vargas Martin |
| 2025 | TopicVD: A Topic-Based Dataset of Video-Guided Multimodal Machine Translation for Documentaries. | Jinze Lv, Jian Chen, Zi Long, Xianghua Fu, Yin Chen |
| 2025 | Unveiling Emotional Signature in Conspiracy Topics on Social Media Through Vector Analysis. | Luigi Lomasto, Nicola Lettieri, Delfina Malandrino, Valerio Mosca, Rocco Zaccagnino |
| 2025 | FairNM: Fairness in Name Matching. | Yuan Liu, Flavius Frasincar |
| 2025 | Repurposing Annotation Guidelines to Instruct LLM Annotators: A Case Study. | Kon Woo Kim, Rezarta Islamaj, Jin-Dong Kim, Florian Boudin, Akiko Aizawa |
| 2025 | EcoRAG: A Multi-hop Economic QA Benchmark for Retrieval Augmented Generation Using Knowledge Graphs. | Hanieh Khorashadizadeh, Sanju Tiwari, Farah Benamara, Nandana Mihindukulasooriya, Jinghua Groppe, Soror Sahri, Morteza Kamaladdini Ezzabady, Frdric Ieng, Sven Groppe |