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cs.CL2024
How Language Models Prioritize Contextual Grammatical Cues?
Hamidreza Amirzadeh, Afra Alishahi, Hosein Mohebbi
Transformer-based language models have shown an excellent ability to effectively capture and utilize contextual information. Although various analysis techniques have been used to…
cs.CL2024
Post-hoc Disentanglement of Textual and Acoustic Features in Pre-trained Speech Encoders
Hosein Mohebbi, Grzegorz Chrupała, Willem Zuidema +2
Pre-trained speech models build entangled internal representations, which capture a variety of features (e.g., pitch, loudness, syntax, or semantics of an utterance) in a distribut…