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

    Based on this information, consider how viewers are likely to react to the movie 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 movie viewers are likely to focus on.

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

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: The Strangers_ Chapter 3
    - Release Date: 2026-02-06
    - Cast: Madelaine Petsch, Richard Brake, Ema Horvath, Gabriel Basso, Pedro Leandro
    - Summary: T e t h e r e d   b y   a   f r i g h t e n i n g   c o n c l u s i o n ,   M a y a   a n d   t h e   S t r a n g e r s   a r e   l o c k e d   o n   a n   u n a v o i d a b l e ,   u n f o r g i v i n g   c o l l i s i o n   c o u r s e   —   a   s h o w d o w n   t h a t   p r o v e s   t h e y ’ r e   f a r   f r o m   s t r a n g e r s   n o w .
    - Synopsis:

Question:
Read the movie 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": {{
        "(Actor,positive)": "<int>%",
        "(Actor,negative)": "<int>%",
        "(Storyline,positive)": "<int>%",
        "(Storyline,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Audio,positive)": "<int>%",
        "(Audio,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Actor,negative): 3
(Actor,positive): 3
(Audio,negative): 0
(Audio,positive): 2
(Storyline,negative): 79
(Storyline,positive): 12
(Visual,negative): 0
(Visual,positive): 1
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie 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 movie viewers are likely to focus on.

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

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: The Bride_
    - Release Date: 2026-03-06
    - Cast: Jessie Buckley, Christian Bale, Peter Sarsgaard, John Magaro, Jeannie Berlin
    - Summary: A   l o n e l y   F r a n k e n s t e i n   t r a v e l s   t o   1 9 3 0 s   C h i c a g o   t o   a s k   g r o u n d b r e a k i n g   s c i e n t i s t   D r .   E u p h r o n i o u s   t o   c r e a t e   a   c o m p a n i o n   f o r   h i m .   T h e   t w o   r e v i v e   a   m u r d e r e d   y o u n g   w o m a n   a n d   T h e   B r i d e   i s   b o r n .   B u t   w h a t   e n s u e s   i s   b e y o n d   w h a t   e i t h e r   o f   t h e m   i m a g i n e d .
    - Synopsis:

Question:
Read the movie 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": {{
        "(Actor,positive)": "<int>%",
        "(Actor,negative)": "<int>%",
        "(Storyline,positive)": "<int>%",
        "(Storyline,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Audio,positive)": "<int>%",
        "(Audio,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Actor,negative): 7.000000000000001
(Actor,positive): 25
(Audio,negative): 0
(Audio,positive): 5
(Storyline,negative): 43
(Storyline,positive): 15
(Visual,negative): 2
(Visual,positive): 3
You will be given information about a movie.

    Based on this information, consider how viewers are likely to react to the movie 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 movie viewers are likely to focus on.

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

    Topic categories:
    - Actor: acting performance, casting, chemistry, emotional expression.
    - Storyline: plot, narrative, pacing, themes, dialogue, character development.
    - Visual: cinematography, animation, lighting, color, visual effects, production design.
    - Audio: soundtrack, music, sound effects, or audio quality.

    Read the movie information carefully.
    Then answer the question based on this information.

    Movie Information:
    
    - Movie Title: Cold Storage
    - Release Date: 2026-02-13
    - Cast: Joe Keery, Georgina Campbell, Liam Neeson, Lesley Manville, Sosie Bacon
    - Summary: W h e n   a   m u t a t i n g ,   h i g h l y   c o n t a g i o u s   f u n g u s   e s c a p e s   a   s e a l e d   f a c i l i t y ,   t w o   e m p l o y e e s   –   j o i n e d   b y   a   g r i z z l e d   b i o t e r r o r   o p e r a t i v e   –   m u s t   s u r v i v e   t h e   w i l d e s t   n i g h t   s h i f t   e v e r   t o   s a v e   h u m a n i t y   f r o m   e x t i n c t i o n .
    - Synopsis:

Question:
Read the movie 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": {{
        "(Actor,positive)": "<int>%",
        "(Actor,negative)": "<int>%",
        "(Storyline,positive)": "<int>%",
        "(Storyline,negative)": "<int>%",
        "(Visual,positive)": "<int>%",
        "(Visual,negative)": "<int>%",
        "(Audio,positive)": "<int>%",
        "(Audio,negative)": "<int>%"
    }}
}}

Answer:


Answer: (Actor,negative): 1
(Actor,positive): 21
(Audio,negative): 1
(Audio,positive): 0
(Storyline,negative): 60
(Storyline,positive): 7.000000000000001
(Visual,negative): 9
(Visual,positive): 1
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.
How are viewers likely to feel overall about the music video?
Predict how common each attitude is expected to be.
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: 6
positive: 94
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.
How are viewers likely to feel overall about the music video?
Predict how common each attitude is expected to be.
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: 14.000000000000002
positive: 86
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.
How are viewers likely to feel overall about the music video?
Predict how common each attitude is expected to be.
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: 2
positive: 98
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.
Which aspects of the music video are viewers most likely to talk about?
Predict how frequently each aspect is expected to be discussed.
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
Singer: 12
Song: 57.99999999999999
Visual: 18
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.
Which aspects of the music video are viewers most likely to talk about?
Predict how frequently each aspect is expected to be discussed.
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: 2
Singer: 18
Song: 64
Visual: 16
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.
Which aspects of the music video are viewers most likely to talk about?
Predict how frequently each aspect is expected to be discussed.
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: 84
Song: 14.000000000000002
Visual: 2