hallucinations-nmt

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

光芒之路
光芒之路

dark hip hop

Crash Amor
Crash Amor

female voice, metalcore female voice, guttural vocal, metalcore

Одинокий Воин
Одинокий Воин

vocal house, electric guitar, melancholic, bass, trap, male vocal

Bumpin' Banjo Blitz
Bumpin' Banjo Blitz

bass boosted banjo edm dubstep rasta lofi country

Radio AI - Music is the Key
Radio AI - Music is the Key

blues rock electric gritty

Saudade Me Lembra Você
Saudade Me Lembra Você

romântico acústico pop

Devil’s Lament
Devil’s Lament

Dark Cabaret, Dark Synthwave, Dark Pop

心·火
心·火

emotional trap, erotic female singer,

Whispers in the Shadows
Whispers in the Shadows

symphonic ethereal mystical

Shit 2.0
Shit 2.0

Rap, hip hop, punk gangster rap, trap, beat horror, dark

Only a Dream
Only a Dream

Sad piano, slow, female vocals, emotional

I like Bread
I like Bread

1970, harmonica, whailing guitar, southern blues

Возвращение Майи
Возвращение Майи

металл тяжёлый панк энергичный

Rise Up
Rise Up

catchy afrobeat workout hip-hop [epic male tenor singer-songwriter], bouncy reggae vibe with catchy dubstep hooks.

До чего дошёл прогресс
До чего дошёл прогресс

psychedelic depressive electronic, 80s, synthwave, post punk, female vocal, 140 bpm, back vocal

Glowing notes
Glowing notes

vibraphone, phonk, trance, bubblegum dance

Red Flags
Red Flags

Modern Alternative Metal, Shred, Emo , Deep voice, acoustic guitar fusion