Publications

J.He, H. Su, J. Cai., I. Shalyminov, H. Song (2024). Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection. NAACL 2024..

J.He, L. Yu, C. Lu. (2024). Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission. NAACL 2024 (Findings)..

J.He, J. Salazar, K. Yao, H. Li (2023). Zero-Shot End-to-End Spoken Language Understanding via Cross-Modal Selective Self-Training. EACL 2024..

J.He, X. Zhang, S. Lei, F. Chen., A. Alhamadani, B. Xiao. (2023). CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning. SIGKDD 2023 (research track).

Y. Sun, J. He (co-first author), L. Cui, S. Lei (2023). Med-MMHL: A Multi-Modal Dataset for Detecting Human- and LLM-Generated Misinformation in the Medical Domain..

J.He, S. Wu, A. Alhamadani, C. Chen, W. Lu, C. Lu., D. Solnick (2023). MetroScope: An Advanced System for Real-Time Detection and Analysis of Metro-Related Threats and Events via Twitter.. SIGIR 2023 (demo paper)..

J.He, X. Zhang, S. Lei, S. Wang, Q. Huang, C. Lu. (2022). Semantic inpainting on segmentation map via multi-expansion loss. Neurocomputing 2022.

J.He, B. Xiao., X. Zhang, S. Wang, S. Lei (2021). Exploiting Characteristics in Semantic Inpainting on Segmentation Map: Semantic Metrics and Noise Reduction. ICCV Workshop 2021..

J. He, X. Zhang, S. Lei, Z. Chen, F. Chen., A. Alhamadani (2020). Towards More Accurate Uncertainty Estimation In Text Classification. EMNLP 2020..

J. He, S. Wang, Q. Qu (2017). Efficient Cross-Modal Retrieval Using Social Tag Information Towards Mobile Applications. MATES Workshop 2017.

J. He, B. Ma, S. Wang (2016). Cross-modal Retrieval by Real Label Partial Least Squares. ACM Multimedia 2016.

J. He, B. Ma, S. Wang (2016). Multi-label Double Layers Learning for Cross-Modal Retrieval. Neurocomputing 2018.