Keqing He
3 papers in the PaperMetrix corpus
Papers by this author
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Learning to Tag OOV Tokens by Integrating Contextual Representation and Background Knowledge
2020
Neural-based context-aware models for slot tagging have achieved state-of-the-art performance. However, the presence of OOV(outof-vocab) words significantly degrades the performance of neural-based models, especially in a few-shot scenario. In this paper, we propose a novel …
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Deep Learning Framework for Online Interactive Service Recommendation in Iterative Mashup Development.
2021 · arXiv (Cornell University)
Recent years have witnessed the rapid development of service-oriented computing technologies. The boom of Web services increases the selection burden of software developers in developing service-based systems (such as mashups). How to recommend suitable follow-up …
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DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations
2024 · arXiv (Cornell University)
Language models pre-trained on general text have achieved impressive results in diverse fields. Yet, the distinct linguistic characteristics of task-oriented dialogues (TOD) compared to general text limit the practical utility of existing language models. Current …