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cs.CL2025
WHISTRESS: Enriching Transcriptions with Sentence Stress Detection
Iddo Yosha, Dorin Shteyman, Yossi Adi
Spoken language conveys meaning not only through words but also through intonation, emotion, and emphasis. Sentence stress, the emphasis placed on specific words within a sentence,…
cs.CL2024
FastDraft: How to Train Your Draft
Ofir Zafrir, Igor Margulis, Dorin Shteyman +2
Speculative Decoding has gained popularity as an effective technique for accelerating the auto-regressive inference process of Large Language Models. However, Speculative Decoding…
cs.CL2024
Tradeoffs Between Alignment and Helpfulness in Language Models with Steering Methods
Yotam Wolf, Noam Wies, Dorin Shteyman +3
Language model alignment has become an important component of AI safety, allowing safe interactions between humans and language models, by enhancing desired behaviors and inhibitin…