Saibo Geng
3 papers in the PaperMetrix corpus
Papers by this author
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An Enhanced MeanSum Method For Generating Hotel Multi-Review Summarizations
2020 · arXiv (Cornell University)
Multi-document summaritazion is the process of taking multiple texts as input and producing a short summary text based on the content of input texts. Up until recently, multi-document summarizers are mostly supervised extractive. However, supervised …
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Flows: Building Blocks of Reasoning and Collaborating AI
2023 · arXiv (Cornell University)
Recent advances in artificial intelligence (AI) have produced highly capable and controllable systems. This creates unprecedented opportunities for structured reasoning as well as collaboration among multiple AI systems and humans. To fully realize this potential, …
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Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access
2024
Constrained decoding, a technique for enforcing constraints on language model outputs, offers a way to control text generation without retraining or architectural modifications.Its application is, however, typically restricted to models that give users access to …