| 2023 | Assessing Student Performance with Multi-granularity Attention from Online Classroom Dialogue. | Jiahao Chen, Zitao Liu, Shuyan Huang, Yaying Huang, Xiangyu Zhao, Boyu Gao, Weiqi Luo |
| 2023 | Low-bit Quantization for Deep Graph Neural Networks with Smoothness-aware Message Propagation. | Shuang Wang, Bahaeddin Eravci, Rustam Guliyev, Hakan Ferhatosmanoglu |
| 2023 | A Two-tier Shared Embedding Method for Review-based Recommender Systems. | Zhen Yang, Junrui Liu, Tong Li, Di Wu, Shiqiu Yang, Huan Liu |
| 2023 | PopDCL: Popularity-aware Debiased Contrastive Loss for Collaborative Filtering. | Zhuang Liu, Haoxuan Li, Guanming Chen, Yuanxin Ouyang, Wenge Rong, Zhang Xiong |
| 2023 | Forward Creation, Reverse Selection: Achieving Highly Pertinent Multimodal Responses in Dialogue Contexts. | Ge Luo, Manman Zhang, Yuchen Ma, Sheng Li, Zhenxing Qian, Xinpeng Zhang |
| 2023 | DRL4IR: 4th Workshop on Deep Reinforcement Learning for Information Retrieval. | Xin Xin, Xiangyu Zhao, Jin Huang, Weinan Zhang, Li Zhao, Dawei Yin, Grace Hui Yang |
| 2023 | WOT-Class: Weakly Supervised Open-world Text Classification. | Tianle Wang, Zihan Wang, Weitang Liu, Jingbo Shang |
| 2023 | SHARK: A Lightweight Model Compression Approach for Large-scale Recommender Systems. | Beichuan Zhang, Chenggen Sun, Jianchao Tan, Xinjun Cai, Jun Zhao, Mengqi Miao, Kang Yin, Chengru Song, Na Mou, Yang Song |
| 2023 | Simplifying Temporal Heterogeneous Network for Continuous-Time Link prediction. | Ce Li, Rongpei Hong, Xovee Xu, Goce Trajcevski, Fan Zhou |
| 2023 | Contrastive Learning for Rumor Detection via Fitting Beta Mixture Model. | Jiachen Ma, Jing Dai, Yong Liu, Meng Han, Chunyu Ai |
| 2023 | Diving into a Sea of Opinions: Multi-modal Abstractive Summarization with Comment Sensitivity. | Raghvendra Kumar, Ratul Chakraborty, Abhishek Tiwari, Sriparna Saha, Naveen Saini |
| 2023 | Iteratively Learning Representations for Unseen Entities with Inter-Rule Correlations. | Zihan Wang, Kai Zhao, Yongquan He, Zhumin Chen, Pengjie Ren, Maarten de Rijke, Zhaochun Ren |
| 2023 | AKE-GNN: Effective Graph Learning with Adaptive Knowledge Exchange. | Liang Zeng, Jin Xu, Zijun Yao, Yanqiao Zhu, Jian Li |
| 2023 | ITA-ELECTION-2022: A Multi-Platform Dataset of Social Media Conversations Around the 2022 Italian General Election. | Francesco Pierri, Geng Liu, Stefano Ceri |
| 2023 | Ontology Enrichment from Texts: A Biomedical Dataset for Concept Discovery and Placement. | Hang Dong, Jiaoyan Chen, Yuan He, Ian Horrocks |
| 2023 | Simulating Users in Interactive Web Table Retrieval. | Bjrn Engelmann, Timo Breuer, Philipp Schaer |
| 2023 | HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition. | Wei Chen, Lili Zhao, Pengfei Luo, Tong Xu, Yi Zheng, Enhong Chen |
| 2023 | MORPHER: Structural Transformation of Ill-formed Rows. | Mazhar Hameed, Gerardo Vitagliano, Felix Naumann |
| 2023 | How Discriminative Are Your Qrels? How To Study the Statistical Significance of Document Adjudication Methods. | David Otero, Javier Parapar, Nicola Ferro |
| 2023 | AutoSeqRec: Autoencoder for Efficient Sequential Recommendation. | Sijia Liu, Jiahao Liu, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu |
| 2023 | Exploring Low-Dimensional Manifolds of Deep Neural Network Parameters for Improved Model Optimization. | Ke Lu, Xiaotong He, Ze Qin, Xinyao Li, Zhekai Du |
| 2023 | GranCATs: Cross-Lingual Enhancement through Granularity-Specific Contrastive Adapters. | Meizhen Liu, Jiakai He, Xu Guo, Jianye Chen, Siu Cheung Hui, Fengyu Zhou |
| 2023 | Unleashing the Power of Shared Label Structures for Human Activity Recognition. | Xiyuan Zhang, Ranak Roy Chowdhury, Jiayun Zhang, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang |
| 2023 | FCT-GAN: Enhancing Global Correlation of Table Synthesis via Fourier Transform. | Zilong Zhao, Robert Birke, Lydia Y. Chen |
| 2023 | Interpretable Natural Language Understanding. | Yulan He |