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06/18/2023
Summarization from Leaderboards to Practice: Choosing A Representation Backbone and Ensuring Robustness
Academic literature does not give much guidance on how to build the best...
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10/23/2022
Learning to Perform Complex Tasks through Compositional Fine-Tuning of Language Models
How to usefully encode compositional task structure has long been a core...
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05/05/2020
Stolen Probability: A Structural Weakness of Neural Language Models
Neural Network Language Models (NNLMs) generate probability distribution...
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12/11/2019