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09/11/2023
Large Language Model for Science: A Study on P vs. NP
In this work, we use large language models (LLMs) to augment and acceler...
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05/24/2023
Bi-Drop: Generalizable Fine-tuning for Pre-trained Language Models via Adaptive Subnetwork Optimization
Pretrained language models have achieved remarkable success in a variety...
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05/17/2023
Statistical Knowledge Assessment for Generative Language Models
Generative Language Models (GLMs) have demonstrated capabilities to stor...
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12/31/2022
A Survey for In-context Learning
With the increasing ability of large language models (LLMs), in-context ...
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12/20/2022
Why Can GPT Learn In-Context? Language Models Secretly Perform Gradient Descent as Meta-Optimizers
Large pretrained language models have shown surprising In-Context Learni...
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04/18/2021
Knowledge Neurons in Pretrained Transformers
Large-scale pretrained language models are surprisingly good at recallin...
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03/05/2020
