| 2023 | Spatial-Temporal Graph Boosting Networks: Enhancing Spatial-Temporal Graph Neural Networks via Gradient Boosting. | Yujie Fan, Chin-Chia Michael Yeh, Huiyuan Chen, Yan Zheng, Liang Wang, Junpeng Wang, Xin Dai, Zhongfang Zhuang, Wei Zhang |
| 2023 | Zero-shot Item-based Recommendation via Multi-task Product Knowledge Graph Pre-Training. | Ziwei Fan, Zhiwei Liu, Shelby Heinecke, Jianguo Zhang, Huan Wang, Caiming Xiong, Philip S. Yu |
| 2023 | KGPR: Knowledge Graph Enhanced Passage Ranking. | Jinyuan Fang, Zaiqiao Meng, Craig Macdonald |
| 2023 | BOMGraph: Boosting Multi-scenario E-commerce Search with a Unified Graph Neural Network. | Shuai Fan, Jinping Gou, Yang Li, Jiaxing Bai, Chen Lin, Wanxian Guan, Xubin Li, Hongbo Deng, Jian Xu, Bo Zheng |
| 2023 | Batch-Mix Negative Sampling for Learning Recommendation Retrievers. | Yongfu Fan, Jin Chen, Yongquan Jiang, Defu Lian, Fangda Guo, Kai Zheng |
| 2023 | Learning What to Ask: Mining Product Attributes for E-commerce Sales from Massive Dialogue Corpora. | Yan Fan, Chengyu Wang, Fan Feng, Hengbin Cui, Yuchuan Wu, Yongbin Li |
| 2023 | Comparing Fine-Tuned Transformers and Large Language Models for Sales Call Classification: A Case Study. | Roy Eisenstadt, Abedelkader Asi, Royi Ronen |
| 2023 | Contrastive Keyword Extraction from Versioned Documents. | Lukas Eder, Ricardo Campos, Adam Jatowt |
| 2023 | Content-Based Email Classification at Scale. | Kirstin Early, Neil O'Hare, Christopher LuVogt |
| 2023 | FlaCGEC: A Chinese Grammatical Error Correction Dataset with Fine-grained Linguistic Annotation. | Hanyue Du, Yike Zhao, Qingyuan Tian, Jiani Wang, Lei Wang, Yunshi Lan, Xuesong Lu |
| 2023 | Geometric Matrix Completion via Sylvester Multi-Graph Neural Network. | Boxin Du, Changhe Yuan, Fei Wang, Hanghang Tong |
| 2023 | DoRA: Domain-Based Self-Supervised Learning Framework for Low-Resource Real Estate Appraisal. | Wei-Wei Du, Wei-Yao Wang, Wen-Chih Peng |
| 2023 | Learning Sparse Lexical Representations Over Specified Vocabularies for Retrieval. | Jeffrey M. Dudek, Weize Kong, Cheng Li, Mingyang Zhang, Michael Bendersky |
| 2023 | Enhancing Catalog Relationship Problems with Heterogeneous Graphs and Graph Neural Networks Distillation. | Boxin Du, Robert A. Barton, Grant Galloway, Junzhou Huang, Shioulin Sam, Ismail B. Tutar, Changhe Yuan |
| 2023 | CLSPRec: Contrastive Learning of Long and Short-term Preferences for Next POI Recommendation. | Chenghua Duan, Wei Fan, Wei Zhou, Hu Liu, Junhao Wen |
| 2023 | Optimal Linear Subspace Search: Learning to Construct Fast and High-Quality Schedulers for Diffusion Models. | Zhongjie Duan, Chengyu Wang, Cen Chen, Jun Huang, Weining Qian |
| 2023 | Type Theory as a Unifying Paradigm for Modern Databases. | Christoph Dorn, Haikal Pribadi |
| 2023 | A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER. | Guanting Dong, Zechen Wang, Jinxu Zhao, Gang Zhao, Daichi Guo, Dayuan Fu, Tingfeng Hui, Chen Zeng, Keqing He, Xuefeng Li, Liwen Wang, Xinyue Cui, Weiran Xu |
| 2023 | Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA. | Guanting Dong, Rumei Li, Sirui Wang, Yupeng Zhang, Yunsen Xian, Weiran Xu |
| 2023 | I3 Retriever: Incorporating Implicit Interaction in Pre-trained Language Models for Passage Retrieval. | Qian Dong, Yiding Liu, Qingyao Ai, Haitao Li, Shuaiqiang Wang, Yiqun Liu, Dawei Yin, Shaoping Ma |
| 2023 | Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking. | Hang Dong, Jiaoyan Chen, Yuan He, Yinan Liu, Ian Horrocks |
| 2023 | Self-supervised Learning and Graph Classification under Heterophily. | Yilin Ding, Zhen Liu, Hao Hao |
| 2023 | TPUF: Enhancing Cross-domain Sequential Recommendation via Transferring Pre-trained User Features. | Yujia Ding, Huan Li, Ke Chen, Lidan Shou |
| 2023 | Cross-heterogeneity Graph Few-shot Learning. | Pengfei Ding, Yan Wang, Guanfeng Liu |
| 2023 | NeoMaPy: A Parametric Framework for Reasoning with MAP Inference on Temporal Markov Logic Networks. | Victor David, Raphal Fournier-S'niehotta, Nicolas Travers |