Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method Y Wang, Z Zhang, R Wang [ACL'23] Annual Meeting of the Association for Computational Linguistics …, 2023 | 67 | 2023 |
R-Judge: Benchmarking Safety Risk Awareness for LLM Agents T Yuan, Z He, L Dong, Y Wang, R Zhao, T Xia, L Xu, B Zhou, F Li, Z Zhang, ... [EMNLP'24 Findings] Empirical Methods in Natural Language Processing, 2024 | 62 | 2024 |
Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents Z Zhang, Y Yao, A Zhang, X Tang, X Ma, Z He, Y Wang, M Gerstein, ... ACM Computing Surveys (arXiv preprint arXiv:2311.11797), 2025 | 46 | 2025 |
Noise-injected Consistency Training and Entropy-constrained Pseudo Labeling for Semi-supervised Extractive Summarization Y Wang, Q Mao, J Liu, W Jiang, H Zhu, J Li [COLING'22] International Conference on Computational Linguistics, 6447-6456, 2022 | 14 | 2022 |
Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models Y Wang, Z Zhang, P Zhang, B Yang, R Wang [ACL'24 Findings] Annual Meeting of the Association for Computational …, 2024 | 8 | 2024 |
RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation Y Wang, Y Song, M Xu, R Wang, H Zhou, WY Ma [AISTATS'25] International Conference on Artificial Intelligence and Statistics, 2025 | 6 | 2025 |
Self-Enhancement Improves Text-Image Retrieval in Foundation Visual-Language Models Y Yang, Y Wang, S Geng, R Wang, Y Wang, S Wu, B Zhang [CVPR'23 @ Foundation Model] IEEE/CVF Computer Vision and Pattern …, 2023 | 3 | 2023 |
HiGIL: Hierarchical Graph Inference Learning for Fact Checking Q Mao, Y Wang, C Yang, L Du, H Peng, J Wu, J Li, Z Wang [ICDM'22] International Conference on Data Mining, 329-337, 2022 | 3 | 2022 |
Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation Y Wang, P Zhang, B Yang, DF Wong, R Wang [ICLR'25] International Conference on Learning Representations, 2025 | 2 | 2025 |
Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning Y Wang, P Zhang, B Yang, DF Wong, Z Zhang, R Wang [NeurIPS'24] Annual Conference in Neural Information Processing Systems, 2024 | 1 | 2024 |
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference Y Han*, Y Wang*, R Wang, L Chen, K Yu [EMNLP'24 Findings] Empirical Methods in Natural Language Processing, 2024 | 1 | 2024 |
Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding Y Wang, P Zhang, S Huang, B Yang, Z Zhang, F Huang, R Wang arXiv preprint arXiv:2503.01422, 2025 | | 2025 |
MIND: Towards Immersive Psychological Healing with Multi-agent Inner Dialogue Y Chen, C Li, Y Wang, Q Xiao, N Zhang, Z Kong, P Wang, B Yan arXiv preprint arXiv:2502.19860, 2025 | | 2025 |
Do Large Language Models Truly Understand Geometric Structures? X Wang, Y Wang, W Zhu, R Wang [ICLR'25] International Conference on Learning Representations, 2025 | | 2025 |