Jiaxin Bai

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 38

Top Topics

Query Answering

Coreference Resolution

Logical Reasoning

Top Venues

Publications

Tianshi Zheng, Jiaxin Bai, Yicheng Wang, Tianqing Fang, Yue Guo, Yauwai Yim, Yangqiu Song
CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge. CoRR (2024)
Baixuan Xu, Weiqi Wang, Haochen Shi, Wenxuan Ding, Huihao Jing, Tianqing Fang, Jiaxin Bai, Long Chen, Yangqiu Song
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding. CoRR (2024)
Qi Hu, Weifeng Jiang, Haoran Li, Zihao Wang, Jiaxin Bai, Qianren Mao, Yangqiu Song, Lixin Fan, Jianxin Li
FedCQA: Answering Complex Queries on Multi-Source Knowledge Graphs via Federated Learning. CoRR (2024)
Weiqi Wang, Tianqing Fang, Haochen Shi, Baixuan Xu, Wenxuan Ding, Liyu Zhang, Wei Fan, Jiaxin Bai, Haoran Li, Xin Liu, Yangqiu Song
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions. CoRR (2024)
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song
Understanding Inter-Session Intentions via Complex Logical Reasoning. KDD (2024)
Lihui Liu, Zihao Wang, Jiaxin Bai, Yangqiu Song, Hanghang Tong
New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends. WWW (Companion Volume) (2024)
Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok, Minghao Liu, Tianqing Fang, Jiaxin Bai, Junxian He, Yangqiu Song
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce. CoRR (2024)
Xin Liu, Weiqi Wang, Jiaxin Bai, Yangqiu Song
Towards Subgraph Isomorphism Counting with Graph Kernels. CoRR (2024)
Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Cheng Jiayang, Chunkit Chan, Yangqiu Song
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. ACL (1) (2024)
Weiqi Wang, Tianqing Fang, Chunyang Li, Haochen Shi, Wenxuan Ding, Baixuan Xu, Zhaowei Wang, Jiaxin Bai, Xin Liu, Jiayang Cheng, Chunkit Chan, Yangqiu Song
CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning. CoRR (2024)
Chongzhe Tian, Xiuli Liu, Shenghua Cheng, Jiaxin Bai, Li Chen, Shaoqun Zeng
Disentanglement of content and style features in multi-center cytology images via contrastive self-supervised learning. Biomed. Signal Process. Control. 95 (2024)
Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song
Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation. ACL (1) (2024)
Qi Hu, Haoran Li, Jiaxin Bai, Zihao Wang, Yangqiu Song
Privacy-Preserved Neural Graph Databases. KDD (2024)
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
Knowledge Graph Reasoning over Entities and Numerical Values. KDD (2023)
Qi Hu, Haoran Li, Jiaxin Bai, Yangqiu Song
Privacy-Preserving Neural Graph Databases. CoRR (2023)
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Yangqiu Song
Understanding Inter-Session Intentions via Complex Logical Reasoning. CoRR (2023)
Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery. ACL (Findings) (2023)
Jiaxin Bai, Tianshi Zheng, Yangqiu Song
Sequential Query Encoding For Complex Query Answering on Knowledge Graphs. CoRR (2023)
Jiaxin Bai, Chen Luo, Zheng Li, Qingyu Yin, Bing Yin, Yangqiu Song
Knowledge Graph Reasoning over Entities and Numerical Values. CoRR (2023)
Jiaxin Bai, Tianshi Zheng, Yangqiu Song
Sequential Query Encoding for Complex Query Answering on Knowledge Graphs. Trans. Mach. Learn. Res. 2023 (2023)
Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints. NeurIPS (2023)
Jiaxin Bai, Guocan Wu, Yuna Mao
Significant Disparity in Spatiotemporal Changes of Terrestrial Evapotranspiration across Reanalysis Datasets in China from 1982 to 2020. Remote. Sens. 15 (18) (2023)
Jiaxin Bai, Yicheng Wang, Tianshi Zheng, Yue Guo, Xin Liu, Yangqiu Song
Abductive Logical Reasoning on Knowledge Graphs. CoRR (2023)
Erlei Zhang, Jiayi Zhang, Jiaxin Bai, Jiarong Bian, Shaoyi Fang, Tao Zhan, Mingchen Feng
Attention-Embedded Triple-Fusion Branch CNN for Hyperspectral Image Classification. Remote. Sens. 15 (8) (2023)
Jiaxin Bai, Xin Liu, Weiqi Wang, Chen Luo, Yangqiu Song
Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints. CoRR (2023)
Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. NAACL-HLT (Findings) (2022)
Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. CoRR (2022)
Changlong Yu, Weiqi Wang, Xin Liu, Jiaxin Bai, Yangqiu Song, Zheng Li, Yifan Gao, Tianyu Cao, Bing Yin
FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense. CoRR (2022)
Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu
Joint Coreference Resolution and Character Linking for Multiparty Conversation. EACL (2021)
Zizheng Lin, Haowen Ke, Ngo-Yin Wong, Jiaxin Bai, Yangqiu Song, Huan Zhao, Junpeng Ye
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering. CIKM (2021)
Jiaxin Bai, Hongming Zhang, Yangqiu Song, Kun Xu
Joint Coreference Resolution and Character Linking for Multiparty Conversation. CoRR (2021)
Zizheng Lin, Haowen Ke, Ngo-Yin Wong, Jiaxin Bai, Yangqiu Song, Huan Zhao, Junpeng Ye
Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering. CoRR (2021)
Shizhe Diao, Jiaxin Bai, Yan Song, Tong Zhang, Yonggang Wang
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations. EMNLP (Findings) (2020)
Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu
Multiplex Word Embeddings for Selectional Preference Acquisition. CoRR (2020)
Xuanwu Yue, Jiaxin Bai, Qinhan Liu, Yiyang Tang, Abishek Puri, Ke Li, Huamin Qu
sPortfolio: Stratified Visual Analysis of Stock Portfolios. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Shizhe Diao, Jiaxin Bai, Yan Song, Tong Zhang, Yonggang Wang
ZEN: Pre-training Chinese Text Encoder Enhanced by N-gram Representations. CoRR (2019)
Hongming Zhang, Jiaxin Bai, Yan Song, Kun Xu, Changlong Yu, Yangqiu Song, Wilfred Ng, Dong Yu
Multiplex Word Embeddings for Selectional Preference Acquisition. EMNLP/IJCNLP (1) (2019)
Xuanwu Yue, Jiaxin Bai, Qinhan Liu, Yiyang Tang, Abishek Puri, Ke Li, Huamin Qu
sPortfolio: Stratified Visual Analysis of Stock Portfolios. CoRR (2019)