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| 2025 | Mitigating Modality Bias in Multi-modal Entity Alignment from a Causal Perspective. | Taoyu Su, Jiawei Sheng, Duohe Ma, Xiaodong Li, Juwei Yue, Mengxiao Song, Yingkai Tang, Tingwen Liu |
| 2025 | ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding. | Zhongxiang Sun, Qipeng Wang, Weijie Yu, Xiaoxue Zang, Kai Zheng, Jun Xu, Xiao Zhang, Yang Song, Han Li |
| 2025 | MIDI-Zero: A MIDI-driven Self-Supervised Learning Approach for Music Retrieval. | Yuhang Su, Wei Hu, Hongfeng Gao, Fan Zhang |
| 2025 | Dynamic and Parametric Retrieval-Augmented Generation. | Weihang Su, Qingyao Ai, Jingtao Zhan, Qian Dong, Yiqun Liu |
| 2025 | Enhancing Knowledge Injection in Large Language Models for Efficient and Trustworthy Responses. | Heydar Soudani |
| 2025 | The Magnitude of Truth: On Using Magnitude Estimation for Truthfulness Assessment. | Michael Soprano, Denis Eduard Tapu, David La Barbera, Kevin Roitero, Stefano Mizzaro |
| 2025 | Rating-Aware Homogeneous Review Graphs and User Likes/Dislikes Differentiation for Effective Recommendations. | Jiwon Son, Hyunjoon Kim, Sang-Wook Kim |
| 2025 | Dual-perspective Data Augmentation and Curriculum Learning Framework for Low-resource Complex Named Entity Recognition. | Mengxiao Song, Tianyun Liu, Wenyuan Zhang, Quangang Li, Tingwen Liu |
| 2025 | LREA: Low-Rank Efficient Attention on Modeling Long-Term User Behaviors for CTR Prediction. | Xin Song, Xiaochen Li, Jinxin Hu, Hong Wen, Zulong Chen, Yu Zhang, Xiaoyi Zeng, Jing Zhang |
| 2025 | Bridging Time Gaps: Temporal Logic Relations for Enhancing Temporal Reasoning in Large Language Models. | Xintong Song, Bin Liang, Yang Sun, Chenhua Zhang, Bingbing Wang, Ruifeng Xu |
| 2025 | Reinforcement Learning for Effective Few-Shot Ranking. | Shiva Soleimany, Sajad Ebrahimi, Shirin Seyedsalehi, Fattane Zarrinkalam, Ebrahim Bagheri |
| 2025 | Extending MovieLens-32M to Provide New Evaluation Objectives. | Mark D. Smucker, Houmaan Chamani |
| 2025 | From Query to Conscience: The Importance of Information Retrieval in Empowering Socially Responsible Consumerism. | Frans van der Sluis, Leif Azzopardi, Florian Meier |
| 2025 | LLM4Eval: Large Language Model for Evaluation in IR. | Clemencia Siro, Hossein A. Rahmani, Mohammad Aliannejadi, Nick Craswell, Charles L. A. Clarke, Guglielmo Faggioli, Bhaskar Mitra, Paul Thomas, Emine Yilmaz |
| 2025 | Retrieval Augmented Generation with Collaborative Filtering for Personalized Text Generation. | Teng Shi, Jun Xu, Xiao Zhang, Xiaoxue Zang, Kai Zheng, Yang Song, Han Li |
| 2025 | Retrieval-Augmented Image Captioning and Generation with Entity Concepts Enhancement for Baidu Multimodal Advertising. | Lei Shen, Kang Zhao, Zhipeng Jin, Wen Tao, Yi Yang, Cong Han, Shuanglong Li, Zhongmin Cai, Lin Liu |
| 2025 | Alleviating LLM-based Generative Retrieval Hallucination in Alipay Search. | Yedan Shen, Kaixin Wu, Yuechen Ding, Jingyuan Wen, Hong Liu, Mingjie Zhong, Zhouhan Lin, Jia Xu, Linjian Mo |
| 2025 | Exploring ℓ | Xinjie Shen, Zhichao Geng, Yang Yang |
| 2025 | Progressive Refinement of E-commerce Search Ranking Based on Short-Term Activities of the Buyer. | Taoran Sheng, Sathappan Muthiah, Atiq Islam, Jinming Feng |
| 2025 | Flow-guided Direct Preference Optimization for Knowledge Graph Reasoning with Trees. | Tiesunlong Shen, Rui Mao, Jin Wang, Xuejie Zhang, Erik Cambria |
| 2025 | A Worrying Reproducibility Study of Intent-Aware Recommendation Models. | Faisal Shehzad, Maurizio Ferrari Dacrema, Dietmar Jannach |
| 2025 | RankLLM: A Python Package for Reranking with LLMs. | Sahel Sharifymoghaddam, Ronak Pradeep, Andre Slavescu, Ryan Nguyen, Andrew Xu, Zijian Chen, Yilin Zhang, Yidi Chen, Jasper Xian, Jimmy Lin |
| 2025 | Fact Verification in Knowledge Graphs Using LLMs. | Farzad Shami, Stefano Marchesin, Gianmaria Silvello |
| 2025 | MultiConAD: A Unified Multilingual Conversational Dataset for Early Alzheimer's Detection. | Arezo Shakeri, Mina Farmanbar, Krisztian Balog |