AS-ES Learning: Towards efficient CoT learning in small models
Published in ACL 2024, 2024
Recommended citation: Sendong Zhao, Xi et al. (2024). "AS-ES Learning: Towards efficient CoT learning in small models; ACL 2024.
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Publications
Selected Publications. You can find my full publications on my Google Scholar profile.
MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts
Published in AAAI 2024, 2024
Recommended citation: Sendong Zhao, Guo et al. (2024). "MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts." AAAI 2024.
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Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification
Published in AAAI 2024, 2024
Recommended citation: Sendong Zhao, Wang et al. (2024). "Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification." AAAI 2024.
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From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery
Published in AAAI 2024, 2024
Recommended citation: Sendong Zhao, Chen et al. (2024). "From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery." AAAI 2024.
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Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making
Published in EMNLP 2023, 2023
Recommended citation: Sendong Zhao, Du et al. (2021). "Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making." EMNLP 2023.
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Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation
Published in IJCAI 2023, 2023
Recommended citation: Sendong Zhao, Du et al. (2021). "Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation." IJCAI 2023.
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UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language
Published in ACL 2023, 2023
Recommended citation: Sendong Zhao, Xi et al. (2021). "UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language." ACL 2023.
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Biomedical Evidence Engineering for Data-driven Discovery
Published in Bioinformatics, 2022
Recommended citation: Sendong Zhao, Zhao et al. (2022). " Biomedical Evidence Engineering for Data-driven Discovery." Bioinformatics. 38(21).
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Structural and Textual Information Fusion for Symptom and Disease Representation Learning
Published in IEEE Transactions on Knowledge and Data Engineering, 2022
Recommended citation: Sendong Zhao, Zhao et al. (2022). "Structural and Textual Information Fusion for Symptom and Disease Representation Learning." IEEE Transactions on Knowledge and Data Engineering. 34(9).
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Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words
Published in COLING 2022, 2022
Recommended citation: Sendong Zhao, Wang et al. (2022). "Prompt Combines Paraphrase: Teaching Pre-trained Models to Understand Rare Biomedical Words." COLING 2022.
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Less Is More: Domain Adaptation with Lottery Ticket forReading Comprehension
Published in EMNLP 2021, 2021
Recommended citation: Sendong Zhao, Zhu et al. (2021). "Less Is More: Domain Adaptation with Lottery Ticket forReading Comprehension." EMNLP 2021.
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Recent Advances in Biomedical Literature Mining
Published in Briefings in Bioinformatics, 2021
Recommended citation: Sendong Zhao, Zhao et al. (2021). "Recent Advances in Biomedical Literature Mining." Briefings in Bioinformatics. 22(3).
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Interactive Attention Network for Semantic Text Matching
Published in ICDM 2020, 2020
Recommended citation: Sendong Zhao, Zhao et al. (2019). "Interactive Attention Network for Semantic Text Matching." ICDM 2020.
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Graph Convolutional Networks for Computational Drug Development and Discovery
Published in Briefings in Bioinformatics, 2020
Recommended citation: Sendong Zhao, Sun et al. (2020). "Graph Convolutional Networks for Computational Drug Development and Discovery." Briefings in Bioinformatics. 21(3).
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GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment
Published in CIKM 2019, 2019
Recommended citation: Sendong Zhao, Zhao et al. (2019). "GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment." CIKM 2019.
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A Neural Multi-task Learning Approach for Medical Named Entity Recognition and Normalization
Published in AAAI 2019, 2019
Recommended citation: Sendong Zhao, Zhao et al. (2019). "A Neural Multi-task Learning Approach for Medical Named Entity Recognition and Normalization." AAAI 2019.
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