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09/16/2023
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning
Large language models primarily rely on incontext learning to execute ta...
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07/21/2023
Selective Perception: Optimizing State Descriptions with Reinforcement Learning for Language Model Actors
Large language models (LLMs) are being applied as actors for sequential ...
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03/23/2022
A Theoretically Grounded Benchmark for Evaluating Machine Commonsense
Programming machines with commonsense reasoning (CSR) abilities is a lon...
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02/15/2022
Impact of Pretraining Term Frequencies on Few-Shot Reasoning
Pretrained Language Models (LMs) have demonstrated ability to perform nu...
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10/29/2020