Xiaotao Gu
3 papers in the PaperMetrix corpus
Papers by this author
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Learning Named Entity Tagger using Domain-Specific Dictionary
2018 · arXiv (Cornell University)
Recent advances in deep neural models allow us to build reliable named entity recognition (NER) systems without handcrafting features. However, such methods require large amounts of manually-labeled training data. There have been efforts on replacing …
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Generating Representative Headlines for News Stories
2020 · arXiv (Cornell University)
Millions of news articles are published online every day, which can be overwhelming for readers to follow. Grouping articles that are reporting the same event into news stories is a common way of assisting readers …
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QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
2023 · arXiv (Cornell University)
Recently years have witnessed a rapid development of large language models (LLMs). Despite the strong ability in many language-understanding tasks, the heavy computational burden largely restricts the application of LLMs especially when one needs to …