hallucinations-nmt

Movie soundtrack. Symphonic orchestra, Chord Progression, Main theme, Viola solo, Clear Female vocals, Upbeat.

May 31st, 2024suno

Lyrics

[Verse] In this work, we study hallucinations in Neural Machine Translation, which lie at an extreme end on the spectrum of NMT pathologies. [Chorus] [aaaa aaaa hmm hallucinations aaaa aaaa] [Chorus] Firstly, we connect the phenomenon of hallucinations under source perturbation to the Long-Tail theory of Feldman, and present an empirically validated hypothesis that explains hallucinations under source perturbation. [Chorus] [hmm hmm aaaa hallucinations hmm hmm aaaa] [Chorus] Secondly, we consider hallucinations under corpus-level noise, without any source perturbation and demonstrate that two prominent types of natural hallucinations -- detached and oscillatory outputs could be generated and explained through specific corpus-level noise patterns. [Chorus] [hmm aaaa aaaa hallucinations aaaa aaaa hmm] [Chorus] [Verse] Finally, we elucidate the phenomenon of hallucination amplification in popular data-generation processes such as Backtranslation and sequence-level Knowledge Distillation. [Chorus] [hmm aaaa hallucinations hmm hmm aaaa] [Chorus]

Recommended

TAIWAN
TAIWAN

electropop

שיר לריי ותמר
שיר לריי ותמר

Dancing, funk, disco, man and woman voices. Choir.

Spirit of the Earth
Spirit of the Earth

drone, deep, Overtone, Drone, male voice, Throat Singing, drone, overtones, afrocelt, Native Chanting, atmospheric

Alive With You
Alive With You

Arabic, arabesque, soulful female vocalist, r&b with elements of deep house, Arabic violins, bass, 101bpm

Fairlight
Fairlight

synth pop dreamy

All For You
All For You

male vocalist,r&b,soul,pop soul,melodic,love,passionate,contemporary r&b,romantic,lush,smooth soul

Always Here for Me
Always Here for Me

uplifting gospel mellow

Lonely Echo
Lonely Echo

melancholic, sad, futuristic, electronic

cloudクラウド lo-fi
cloudクラウド lo-fi

Dreamy Shoegaze, lo-fi, chill, japanese

Sous les Étoiles
Sous les Étoiles

soft female teenage voice for the french parts and deep wise female voice age 35 for the English parts, disney,nostalgic

Neon Shadows
Neon Shadows

Dark Rap

None of It Means Anything
None of It Means Anything

Lifeless Shoegaze, Emotionless Drill, Robotic Phonk, Industrial Doom, Enigmatic Avant Garde Grime, Sad Math Metal Fusion

epic
epic

epic moment, ascension