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

The City of the Blind
The City of the Blind

Guitar, female voice, experimental

Shades of Grey
Shades of Grey

emo pop grunge slow alternative

Hold On
Hold On

Surf pop, new wave, key of D#5, dolby sound, male lead vocal, atmospheric, synth ambient, long harmony notes, dreamy,

The Hat Trick
The Hat Trick

rhythmic funk jazzy

Ride through the Dust
Ride through the Dust

guitar-driven western fast-paced

Don't Let the Snake Bite Twice
Don't Let the Snake Bite Twice

upbea, rock, emotional dark pop, atmospheric, piano, bass, guitar, drum, reggae, grunge, beat, ethereal

My Names Taken (Who Am I)
My Names Taken (Who Am I)

Trap, clear vocals, catchy, psychedelic, male vocals, dark pop

魂の叫び
魂の叫び

rock,j-rock,alternative rock,pop rock,pop punk

The Bass Boom
The Bass Boom

deep bass backing vocals rap energetic

I'M Your DJ...
I'M Your DJ...

EDM, Trance Music.

ciclismo
ciclismo

pop, electro, electronic

Sabah Güneşi
Sabah Güneşi

turkish tribal melodic techno

Magia del Universo
Magia del Universo

Rock Alternativo, Post-Grunge, Indie Pop, Rock Acústico, Pop Rock, Voz femenina fuerte y emocional

Nasehat Kebaikan
Nasehat Kebaikan

Reagge, Bass, Guitar, Indonesia text, Soul, Pop Beat, Clear voice, Powerfull

Danza de Liberación
Danza de Liberación

afro country, male voice, acoustic, blues african drum, percussion, guitar, emotional exciting feeling,danceable,