Yajuan Lyu

Baidu (China) — China

Computer Science · Physical Sciences

21h-index2.0kcitations57works1.02yr avg
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Research Topics

Topic Modeling(45), Natural Language Processing Techniques(36), Multimodal Machine Learning Applications(20), Advanced Text Analysis Techniques(10), Advanced Graph Neural Networks(9)

Publications57 total

EHealth: A Chinese Biomedical Language Model Built via Multi-Level Text Discrimination
IEEE Transactions on Audio Speech and Language Processing·2025· 1 cited
Inferential Knowledge-Enhanced Integrated Reasoning for Video Question Answering
Proceedings of the AAAI Conference on Artificial Intelligence·2023· 1 citedOpen Access
FactGen: Faithful Text Generation by Factuality-aware Pre-training and Contrastive Ranking Fine-tuning
Journal of Artificial Intelligence Research·2023· 3 citedOpen Access
$k$NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference
arXiv (Cornell University)·2023· 12 citedOpen Access
IM-TQA: A Chinese Table Question Answering Dataset with Implicit and Multi-type Table Structures
2023· 2 citedOpen Access
WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning
2023· 2 citedOpen Access
S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction
2023· 13 citedOpen Access
Neural Knowledge Bank for Pretrained Transformers
Lecture notes in computer science·2023· 5 cited
Semantic-Driven Instance Generation for Table Question Answering
Lecture notes in computer science·2023
Mixture-of-Experts for Biomedical Question Answering
Lecture notes in computer science·2023· 4 cited
Chain-of-Thought Reasoning in Tabular Language Models
2023· 32 citedOpen Access
UPainting: Unified Text-to-Image Diffusion Generation with Cross-modal Guidance
arXiv (Cornell University)·2022· 11 citedOpen Access
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation
arXiv (Cornell University)·2022Open Access
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning
arXiv (Cornell University)·2022· 3 citedOpen Access
CLOP: Video-and-Language Pre-Training with Knowledge Regularizations
Proceedings of the 30th ACM International Conference on Multimedia·2022· 1 citedOpen Access
Neural Knowledge Bank for Pretrained Transformers
arXiv (Cornell University)·2022· 3 citedOpen Access
Mixture of Experts for Biomedical Question Answering
arXiv (Cornell University)·2022Open Access
Mining human preference via self-correction causal structure learning
Scientific Reports·2022· 1 citedOpen Access
Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning
arXiv (Cornell University)·2022· 8 citedOpen Access
Learn and Review: Enhancing Continual Named Entity Recognition via Reviewing Synthetic Samples
Findings of the Association for Computational Linguistics: ACL 2022·2022· 25 citedOpen Access
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Frequent Co-authors

Yong Zhu(13), Xinyan Xiao(12), Wenbin Jiang(11), Qiaoqiao She(10), Haifeng Wang(10), Quan Wang(9), Sujian Li(9), Hua Wu(8), Benfeng Xu(7), Wei He(6), Jiachen Liu(6), Jing Liu(5), Zhendong Mao(5), Tian Wu(4), Quan Wang(4), Songtai Dai(4), Zhu Yong(4), Wei Li(4), Wenhao Wu(4), Kai Liu(3)