This paper examines the effectiveness of applying such a strategy to train transfer learning models to solve reading comprehension and logical reasoning ...

Text data is minimally cleaned before being reshaped and tokenized appropriately for the various pretrained models. Data is either mixed or unmixed.

This paper examines the effectiveness of applying such a strategy to train transfer learning models to solve reading comprehension and logical reasoning ...

Apr 3, 2023 · We propose the polytuplet loss function, which forces prioritization of learning the relative correctness of answer choices over learning the ...

Polytuplet Loss: A Reverse Approach to Training Reading Comprehension and Logical Reasoning Models. J Lu, I Rodriguez. CoRR, 2023. 2023. HMAX Strikes Back ...

Polytuplet Loss: A Reverse Approach to Training Reading Comprehension and Logical Reasoning Models · Jeffrey LuI. Rodriguez. Education, Computer Science. ArXiv.

Computational Validation of a Mathematical Model of ... Polytuplet Loss: A Reverse Approach to Training Reading Comprehension and Logical Reasoning Models.

一种策略强调相对准确性胜过绝对准确性，理论上可以在不知道问题所需信息的情况下得出正确答案。本文研究了使用这种策略训练迁移学习模型来解决阅读理解和逻辑推理问题的 ...

Models using polytuplet loss use all paths represented above. Baseline models use only the result pathway (lower) because they do not compare results to ...

Suvirat et al. Polytuplet Loss: A Reverse Approach to Training Reading Comprehension and Logical Reasoning Models. Lu & Rodriguez. March. Reduce, Reuse ...