Xiang Lorraine Li
4 papers in the PaperMetrix corpus
Papers by this author
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ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning
2020
Given questions regarding some prototypical situation -such as Name something that people usually do before they leave the house for work? -a human can easily answer them via acquired experiences. There can be multiple right …
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PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning
2023 · arXiv (Cornell University)
Procedural planning, which entails decomposing a high-level goal into a sequence of temporally ordered steps, is an important yet intricate task for machines. It involves integrating common-sense knowledge to reason about complex and often contextualized …
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Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition
2024
Existing object recognition models have been shown to lack robustness in diverse geographical scenarios due to domain shifts in design and context. Class representations need to be adapted to more accurately reflect an object concept …
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Scaling Language Models: Methods, Analysis & Insights from Training Gopher
2021 · arXiv (Cornell University)
Language modelling provides a step towards intelligent communication systems by harnessing large repositories of written human knowledge to better predict and understand the world. In this paper, we present an analysis of Transformer-based language model …