frett/Text2DistBench huggingface dataset:
You will be given information about a music video.

    Based on this information, consider how viewers are likely to react to the music video and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the music video viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Song: musical composition, melody, harmony, rhythm, structure (verse/chorus/bridge), or arrangement.
    - Singer: vocal tone, technique (runs/belts/falsetto), emotion, or performance.
    - Lyrics: words and meaning, themes, storytelling, message, or rhyme.
    - Visual: cinematography, lighting, color, concept, choreography, or animation/VFX.

    Read the music video information carefully.
    Then answer the question based on this information.

    Music Video Information:
    
    - Music Video Title: Bebe Rexha _ Faithless - New Religion _Official Visual_
    - Music Release Date: 2026-03-06
    - Music Video Description: Listen to the single “New Religion". Out Now!
Pre-Save the Album: https://bebe.ffm.to/dirtyblonde
Stream the Single: https://bebe.ffm.to/newreligion

#beberexha  #NewReligion #EMPIRE

Follow Bebe Rexha:
Instagram: https://www.instagram.com/beberexha/
TikTok: https://www.tiktok.com/@beberexha
Twitter: https://twitter.com/BebeRexha
Facebook: https://www.facebook.com/beberexha
Website: https://www.beberexha.com/




Official Visual by Bebe Rexha & Faithless - "New Religion" © 2026 Bebe Rexha Music LLC / EMPIRE

Question:
Read the music video information.
Focus on viewers who are likely to care most about the Visual aspect of the music video.
How are their attitudes toward the music video likely to be divided?
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{
    "percentages": {
        "positive": "<int>%",
        "negative": "<int>%"
    }
}

Answer:


Answer: negative: 0
positive: 100
You will be given information about a music video.

    Based on this information, consider how viewers are likely to react to the music video and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the music video viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Song: musical composition, melody, harmony, rhythm, structure (verse/chorus/bridge), or arrangement.
    - Singer: vocal tone, technique (runs/belts/falsetto), emotion, or performance.
    - Lyrics: words and meaning, themes, storytelling, message, or rhyme.
    - Visual: cinematography, lighting, color, concept, choreography, or animation/VFX.

    Read the music video information carefully.
    Then answer the question based on this information.

    Music Video Information:
    
    - Music Video Title: Bebe Rexha _ Faithless - New Religion _Official Visual_
    - Music Release Date: 2026-03-06
    - Music Video Description: Listen to the single “New Religion". Out Now!
Pre-Save the Album: https://bebe.ffm.to/dirtyblonde
Stream the Single: https://bebe.ffm.to/newreligion

#beberexha  #NewReligion #EMPIRE

Follow Bebe Rexha:
Instagram: https://www.instagram.com/beberexha/
TikTok: https://www.tiktok.com/@beberexha
Twitter: https://twitter.com/BebeRexha
Facebook: https://www.facebook.com/beberexha
Website: https://www.beberexha.com/




Official Visual by Bebe Rexha & Faithless - "New Religion" © 2026 Bebe Rexha Music LLC / EMPIRE

Question:
Read the music video information.
Focus on viewers who are likely to care most about the Lyrics aspect of the music video.
How are their attitudes toward the music video likely to be divided?
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{
    "percentages": {
        "positive": "<int>%",
        "negative": "<int>%"
    }
}

Answer:


Answer: negative: 0
positive: 0
You will be given information about a music video.

    Based on this information, consider how viewers are likely to react to the music video and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the music video viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Song: musical composition, melody, harmony, rhythm, structure (verse/chorus/bridge), or arrangement.
    - Singer: vocal tone, technique (runs/belts/falsetto), emotion, or performance.
    - Lyrics: words and meaning, themes, storytelling, message, or rhyme.
    - Visual: cinematography, lighting, color, concept, choreography, or animation/VFX.

    Read the music video information carefully.
    Then answer the question based on this information.

    Music Video Information:
    
    - Music Video Title: Alex Warren - FEVER DREAM _Official Video_
    - Music Release Date: 2026-02-27
    - Music Video Description: Listen to "FEVER DREAM" now: https://alexwarren.lnk.to/FEVERDREAM
Shop the limited-edition vinyl & CD collection: https://alexwarren.lnk.to/shop

Lyrics:
How did you know
I was hoping for a sign
My heart was so
close to closing time
Something bout you hit me like a
Freight train to the chest
Ahhh- the day we met
All my loneliness
Left the room the second that you
Walked in something like a fever dream
haven’t slept in weeks I think I’m seeing things
Like our shadows dancing us out of our clothes
I’ll be damned if you love me
damned if you don’t
Maybe it’s fate
Maybe it’s late
Told you I ain’t no liar
watching you leave
Haunting my dreams
Baby it hit me like a
Freight train to the chest
Ahhh- the day we met
All my loneliness
Left the room the second that you
Walked in something like a fever dream
haven’t slept in weeks I think I’m seeing things
Like our shadows dancing us out of our clothes
I’ll be damned if you love me
damned if you don’t
One foot on the edge
Ahh- that silhouette
Ahh I can’t forget
Something bout you hit me like a
Freight train to the chest
Ahhh- the day we met
All my loneliness
Left the room the second that you

Question:
Read the music video information. 
Focus on viewers who are likely to have a positive attitude toward the music video.
Which aspects of the music video are these viewers most likely to talk about?
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{
    "percentages": {
        "Song": "<int>%",
        "Singer": "<int>%",
        "Visual": "<int>%",
        "Lyrics": "<int>%"
    }
}

Answer:


Answer: Lyrics: 12.76595744680851
Singer: 12.76595744680851
Song: 61.702127659574465
Visual: 12.76595744680851
You will be given information about a music video.

    Based on this information, consider how viewers are likely to react to the music video and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the music video viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Song: musical composition, melody, harmony, rhythm, structure (verse/chorus/bridge), or arrangement.
    - Singer: vocal tone, technique (runs/belts/falsetto), emotion, or performance.
    - Lyrics: words and meaning, themes, storytelling, message, or rhyme.
    - Visual: cinematography, lighting, color, concept, choreography, or animation/VFX.

    Read the music video information carefully.
    Then answer the question based on this information.

    Music Video Information:
    
    - Music Video Title: Alex Warren - FEVER DREAM _Official Video_
    - Music Release Date: 2026-02-27
    - Music Video Description: Listen to "FEVER DREAM" now: https://alexwarren.lnk.to/FEVERDREAM
Shop the limited-edition vinyl & CD collection: https://alexwarren.lnk.to/shop

Lyrics:
How did you know
I was hoping for a sign
My heart was so
close to closing time
Something bout you hit me like a
Freight train to the chest
Ahhh- the day we met
All my loneliness
Left the room the second that you
Walked in something like a fever dream
haven’t slept in weeks I think I’m seeing things
Like our shadows dancing us out of our clothes
I’ll be damned if you love me
damned if you don’t
Maybe it’s fate
Maybe it’s late
Told you I ain’t no liar
watching you leave
Haunting my dreams
Baby it hit me like a
Freight train to the chest
Ahhh- the day we met
All my loneliness
Left the room the second that you
Walked in something like a fever dream
haven’t slept in weeks I think I’m seeing things
Like our shadows dancing us out of our clothes
I’ll be damned if you love me
damned if you don’t
One foot on the edge
Ahh- that silhouette
Ahh I can’t forget
Something bout you hit me like a
Freight train to the chest
Ahhh- the day we met
All my loneliness
Left the room the second that you

Question:
Read the music video information. 
Focus on viewers who are likely to have a negative attitude toward the music video.
Which aspects of the music video are these viewers most likely to talk about?
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{
    "percentages": {
        "Song": "<int>%",
        "Singer": "<int>%",
        "Visual": "<int>%",
        "Lyrics": "<int>%"
    }
}

Answer:


Answer: Lyrics: 0
Singer: 0
Song: 0
Visual: 100
You will be given information about a music video.

    Based on this information, consider how viewers are likely to react to the music video and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the music video viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Song: musical composition, melody, harmony, rhythm, structure (verse/chorus/bridge), or arrangement.
    - Singer: vocal tone, technique (runs/belts/falsetto), emotion, or performance.
    - Lyrics: words and meaning, themes, storytelling, message, or rhyme.
    - Visual: cinematography, lighting, color, concept, choreography, or animation/VFX.

    Read the music video information carefully.
    Then answer the question based on this information.

    Music Video Information:
    
    - Music Video Title: Mike WiLL Made-It - D33P3R ft. Ludacris _ Teezo Touchdown _Official Music Video_
    - Music Release Date: 2026-03-18
    - Music Video Description: R3SET OUT NOW: https://found.ee/MRMIR3SET 
Listen to D33P3R: https://mike-will.lnk.to/D33P3R 

Follow Mike WiLL Made-It
https://www.instagram.com/mikewillmadeit/ 
https://x.com/MikeWiLLMadeIt
https://www.tiktok.com/@mikewillmadeit

Stay up to date with all things Mike WiLL Made-It: https://drop.cobrand.com/d/MikeWiLLMadeIt/updates 

#MikeWiLLMadeIt #Ludacris #TeezoTouchdown #D33P3R #R3SET

Question:
Read the music video information. 
Focus on viewers who are likely to have a positive attitude toward the music video.
Which aspects of the music video are these viewers most likely to talk about?
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{
    "percentages": {
        "Song": "<int>%",
        "Singer": "<int>%",
        "Visual": "<int>%",
        "Lyrics": "<int>%"
    }
}

Answer:


Answer: Lyrics: 0
Singer: 16.27906976744186
Song: 67.44186046511628
Visual: 16.27906976744186
You will be given information about a music video.

    Based on this information, consider how viewers are likely to react to the music video and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the music video viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Song: musical composition, melody, harmony, rhythm, structure (verse/chorus/bridge), or arrangement.
    - Singer: vocal tone, technique (runs/belts/falsetto), emotion, or performance.
    - Lyrics: words and meaning, themes, storytelling, message, or rhyme.
    - Visual: cinematography, lighting, color, concept, choreography, or animation/VFX.

    Read the music video information carefully.
    Then answer the question based on this information.

    Music Video Information:
    
    - Music Video Title: Mike WiLL Made-It - D33P3R ft. Ludacris _ Teezo Touchdown _Official Music Video_
    - Music Release Date: 2026-03-18
    - Music Video Description: R3SET OUT NOW: https://found.ee/MRMIR3SET 
Listen to D33P3R: https://mike-will.lnk.to/D33P3R 

Follow Mike WiLL Made-It
https://www.instagram.com/mikewillmadeit/ 
https://x.com/MikeWiLLMadeIt
https://www.tiktok.com/@mikewillmadeit

Stay up to date with all things Mike WiLL Made-It: https://drop.cobrand.com/d/MikeWiLLMadeIt/updates 

#MikeWiLLMadeIt #Ludacris #TeezoTouchdown #D33P3R #R3SET

Question:
Read the music video information. 
Focus on viewers who are likely to have a negative attitude toward the music video.
Which aspects of the music video are these viewers most likely to talk about?
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{
    "percentages": {
        "Song": "<int>%",
        "Singer": "<int>%",
        "Visual": "<int>%",
        "Lyrics": "<int>%"
    }
}

Answer:


Answer: Lyrics: 14.285714285714285
Singer: 28.57142857142857
Song: 42.857142857142854
Visual: 14.285714285714285
You will be given information about a music video.

    Based on this information, consider how viewers are likely to react to the music video and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the music video viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Song: musical composition, melody, harmony, rhythm, structure (verse/chorus/bridge), or arrangement.
    - Singer: vocal tone, technique (runs/belts/falsetto), emotion, or performance.
    - Lyrics: words and meaning, themes, storytelling, message, or rhyme.
    - Visual: cinematography, lighting, color, concept, choreography, or animation/VFX.

    Read the music video information carefully.
    Then answer the question based on this information.

    Music Video Information:
    
    - Music Video Title: Bebe Rexha _ Faithless - New Religion _Official Visual_
    - Music Release Date: 2026-03-06
    - Music Video Description: Listen to the single “New Religion". Out Now!
Pre-Save the Album: https://bebe.ffm.to/dirtyblonde
Stream the Single: https://bebe.ffm.to/newreligion

#beberexha  #NewReligion #EMPIRE

Follow Bebe Rexha:
Instagram: https://www.instagram.com/beberexha/
TikTok: https://www.tiktok.com/@beberexha
Twitter: https://twitter.com/BebeRexha
Facebook: https://www.facebook.com/beberexha
Website: https://www.beberexha.com/




Official Visual by Bebe Rexha & Faithless - "New Religion" © 2026 Bebe Rexha Music LLC / EMPIRE

Question:
Read the music video information. 
Focus on viewers who are likely to have a positive attitude toward the music video.
Which aspects of the music video are these viewers most likely to talk about?
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{
    "percentages": {
        "Song": "<int>%",
        "Singer": "<int>%",
        "Visual": "<int>%",
        "Lyrics": "<int>%"
    }
}

Answer:


Answer: Lyrics: 0
Singer: 85.71428571428571
Song: 12.244897959183673
Visual: 2.0408163265306123
You will be given information about a music video.

    Based on this information, consider how viewers are likely to react to the music video and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the music video viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Song: musical composition, melody, harmony, rhythm, structure (verse/chorus/bridge), or arrangement.
    - Singer: vocal tone, technique (runs/belts/falsetto), emotion, or performance.
    - Lyrics: words and meaning, themes, storytelling, message, or rhyme.
    - Visual: cinematography, lighting, color, concept, choreography, or animation/VFX.

    Read the music video information carefully.
    Then answer the question based on this information.

    Music Video Information:
    
    - Music Video Title: Bebe Rexha _ Faithless - New Religion _Official Visual_
    - Music Release Date: 2026-03-06
    - Music Video Description: Listen to the single “New Religion". Out Now!
Pre-Save the Album: https://bebe.ffm.to/dirtyblonde
Stream the Single: https://bebe.ffm.to/newreligion

#beberexha  #NewReligion #EMPIRE

Follow Bebe Rexha:
Instagram: https://www.instagram.com/beberexha/
TikTok: https://www.tiktok.com/@beberexha
Twitter: https://twitter.com/BebeRexha
Facebook: https://www.facebook.com/beberexha
Website: https://www.beberexha.com/




Official Visual by Bebe Rexha & Faithless - "New Religion" © 2026 Bebe Rexha Music LLC / EMPIRE

Question:
Read the music video information. 
Focus on viewers who are likely to have a negative attitude toward the music video.
Which aspects of the music video are these viewers most likely to talk about?
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{
    "percentages": {
        "Song": "<int>%",
        "Singer": "<int>%",
        "Visual": "<int>%",
        "Lyrics": "<int>%"
    }
}

Answer:


Answer: Lyrics: 0
Singer: 0
Song: 100
Visual: 0
You will be given information about a music video.

    Based on this information, consider how viewers are likely to react to the music video and what aspects they are likely to talk about.

    When thinking about viewer opinions, keep in mind two dimensions:
    - Stance: whether viewers are likely to express a positive or negative attitude.
    - Topic: which aspect of the music video viewers are likely to focus on.

    Stance categories:
    - positive: expressing approval, enjoyment, or praise.
    - negative: expressing criticism, dissatisfaction, or disappointment.

    Topic categories:
    - Song: musical composition, melody, harmony, rhythm, structure (verse/chorus/bridge), or arrangement.
    - Singer: vocal tone, technique (runs/belts/falsetto), emotion, or performance.
    - Lyrics: words and meaning, themes, storytelling, message, or rhyme.
    - Visual: cinematography, lighting, color, concept, choreography, or animation/VFX.

    Read the music video information carefully.
    Then answer the question based on this information.

    Music Video Information:
    
    - Music Video Title: Mike WiLL Made-It - D33P3R ft. Ludacris _ Teezo Touchdown _Official Music Video_
    - Music Release Date: 2026-03-18
    - Music Video Description: R3SET OUT NOW: https://found.ee/MRMIR3SET 
Listen to D33P3R: https://mike-will.lnk.to/D33P3R 

Follow Mike WiLL Made-It
https://www.instagram.com/mikewillmadeit/ 
https://x.com/MikeWiLLMadeIt
https://www.tiktok.com/@mikewillmadeit

Stay up to date with all things Mike WiLL Made-It: https://drop.cobrand.com/d/MikeWiLLMadeIt/updates 

#MikeWiLLMadeIt #Ludacris #TeezoTouchdown #D33P3R #R3SET

Question:
Read the music video information.
Consider both which aspect viewers are likely to discuss and whether their opinions are likely to be positive or negative.
Predict how these combinations are expected to appear.
Ensure the percentages sum to 100 and use integers only.

Output your prediction in the following JSON format:
{{
    "percentages": {{
        "(Song,positive)": "<int>%",
        "(Song,negative)": "<int>%",
        "(Singer,positive)": "<int>%",
        "(Singer,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Lyrics,positive)": "<int>%",
        "(Lyrics,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Lyrics,negative): 2
(Lyrics,positive): 0
(Singer,negative): 4
(Singer,positive): 14.000000000000002
(Song,negative): 6
(Song,positive): 57.99999999999999
(Visual,negative): 2
(Visual,positive): 14.000000000000002