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08/11/2023
Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic
We study a synthetic corpus-based approach for language models (LMs) to ...
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08/06/2023
LARCH: Large Language Model-based Automatic Readme Creation with Heuristics
Writing a readme is a crucial aspect of software development as it plays...
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06/16/2023
How do different tokenizers perform on downstream tasks in scriptio continua languages?: A case study in Japanese
This paper investigates the effect of tokenizers on the downstream perfo...
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05/18/2023
How does the task complexity of masked pretraining objectives affect downstream performance?
Masked language modeling (MLM) is a widely used self-supervised pretrain...
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04/19/2023
Controlling keywords and their positions in text generation
One of the challenges in text generation is to control generation as int...
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05/25/2022
Rethinking Fano's Inequality in Ensemble Learning
We propose a fundamental theory on ensemble learning that evaluates a gi...
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10/03/2019