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Controlled Decoding from Language Models Sidharth Mudgal, Jong Lee, Harish Ganapathy, YaGuang Li, Tao Wang, Yanping Huang, Zhifeng Chen, Heng-Tze Cheng, Michael Collins, Trevor Strohman, Jilin Chen, Alex Beutel, Ahmad Beirami ICML 2024. [Paper] Weak-to-Strong Search: Align Large Language Mode...
The first mind-controlled new year greetings marked a milestone in the brain-computer interface (BCI) research. The stunt, which involves real-time Chinese speech decoding and motor decoding, was masterminded by NeuroXess, a startup company backed by Tianqiao & Chrissy Chen Institute.The success ...
and can take terabytes of storage. Indeed, to account for the high variability of general spoken language, large vocabulary language models need to be trained on very large text corpora. The size of these models also has an impact on decoding performance: the search ...
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To address these challenges, we defined and analyzed the attributes of topic texts and then proposed a PCTG-X model for single attribute discriminator control of PLM decoding based on prompt learning in order to control the stance, style, and topic attributes, respectively. We collected topic ...
The rapid development of neural interfacing in the past decade offers the promise of dramatically improved control for these patients, potentially allowing continuous control of FES through signals recorded from motor cortex, as the patient attempts to control the paralyzed body part. While application ...
Top-down knowledge supports the retrieval of lexical information from degraded speech. Brain Res. 1153, 134–143 (2007). Article CAS PubMed Google Scholar Clos, M. et al. Effects of prior information on decoding degraded speech: An fMRI study. Hum. Brain Mapp. 35, 61–74 (2014). ...
Content decoding module 620 for decoding content signals received from one or more content sources 114 and outputting the content in the decoded signals to an output display device 106 coupled to the cast device 108; Automatic media display module 624 including one or more media play applications ...