Yang Gao

Employment

• Beijing Institute of Technology
  2015 - Present

Education

Education history is unavailable.

Projects & Funding

• Incorporating Semantic-similarity and relatedness for deep topic modelling National Natural Science Foundation of China
  2017 - 2019

Publications (22)

• Retrieval is NOT always needed: Exploring the timing of retrieval in dynamic retrieval-augmented generation
  Expert Systems with Applications 2027 DOI: 10.1016/j.eswa.2026.133921
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• Planner Policies Are Bias Learners: A Comprehensive Analysis of Preference Bias in LLM-based Dialogue Planner Policies
  ACM Transactions on Information Systems 2026 DOI: 10.1145/3831687
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• ExMe: Keep Improving With Extrapolation and Merging
  IEEE Transactions on Knowledge and Data Engineering 2026 DOI: 10.1109/TKDE.2026.3708509
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• Dynamic token halting for efficient abstractive summarization with importance-aware regularization
  Knowledge-Based Systems 2026 DOI: 10.1016/j.knosys.2026.116105
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• Fusing generation task data to enhance generalization of LLMs in zero-shot relational triplet extraction
  Expert Systems with Applications 2026 DOI: 10.1016/j.eswa.2025.130411
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• Fundamental Capabilities and Applications of Large Language Models: A Survey
  ACM Computing Surveys 2026 DOI: 10.1145/3735632
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• Research on photovoltaic power forecasting driven by data characteristics
  AIP Advances 2026 DOI: 10.1063/5.0312707
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• DRMSpell: dynamically reweighting multimodality for Chinese spelling correction
  Frontiers of Information Technology & Electronic Engineering 2025 DOI: 10.1631/FITEE.2300816
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• Enhancing consistency with the fusion of paralleled decoders for text generation
  Information Fusion 2025 DOI: 10.1016/j.inffus.2024.102652
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• RS-BERT: Pre-training radical enhanced sense embedding for Chinese word sense disambiguation
  Information Processing & Management 2024 DOI: 10.1016/j.ipm.2024.103740
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• Latent representation discretization for unsupervised text style generation
  Information Processing & Management 2024 DOI: 10.1016/j.ipm.2024.103643
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• Domain Adaptation and Summary Distillation for Unsupervised Query Focused Summarization
  IEEE Transactions on Knowledge and Data Engineering 2024 DOI: 10.1109/TKDE.2023.3296441
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• MindLLM: Lightweight large language model pre-training, evaluation and domain application
  AI Open 2024 DOI: 10.1016/j.aiopen.2024.08.001
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• Query focused summarization via relevance distillation
  Neural Computing and Applications 2023 DOI: 10.1007/s00521-023-08525-w
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• TopicBERT: A Topic-Enhanced Neural Language Model Fine-Tuned for Sentiment Classification
  IEEE Transactions on Neural Networks and Learning Systems 2023 DOI: 10.1109/TNNLS.2021.3094987
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• TCM-SD: A Benchmark for Probing Syndrome Differentiation via Natural Language Processing
  2022 DOI: 10.1007/978-3-031-18315-7_16
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• A Fuzzy Word Similarity Measure for Selecting Top-$k$ Similar Words in Query Expansion
  IEEE Transactions on Fuzzy Systems 2021 DOI: 10.1109/TFUZZ.2020.2993702
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• Neural abstractive summarization fusing by global generative topics
  Neural Computing and Applications 2020 DOI: 10.1007/s00521-018-3946-7
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• Jointly Learning Topics in Sentence Embedding for Document Summarization
  IEEE Transactions on Knowledge and Data Engineering 2020 DOI: 10.1109/TKDE.2019.2892430
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• Finding Semantically Valid and Relevant Topics by Association-Based Topic Selection Model
  Yang Gao, Yuefeng Li, Raymond Y.K. Lau +2 more
  ACM Transactions on Intelligent Systems and Technology 2018 DOI: 10.1145/3094786
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