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"Thank god for having a sub in 2nd, watched the PLL Halloween special I missed the other night"
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event), and the speaker clearly had a gre
cardiffnlp/tweet_eval (sentiment)
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
Bill Harvey has a wonderful gift of making history come alive in this book. This book awakens a sense of wonder at the possiblility of a real relationship with God as you follow the faithfulness of one little girl in ancient times. Young girls ages 5-15 will love this book. It has always been one of my most loved treas...
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Polarity: negative Valence: -0.7 Tone: frustrated Reason: The review mentions 'Bill', which reads as a flaw or complaint, so the sentiment is negative.
SetFit/amazon_polarity
My new sounds: Thank God it's Friday (Prod. By Oracle. Mastered by Stix 'n' Snarez) on #SoundCloud
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: negative Valence: -0.6 Tone: frustrated Reason: The text mentions 'sounds', which reads as a problem or complain
cardiffnlp/tweet_eval (sentiment)
@user haha, the 25th! just tell me when & I'll make a trip to Summersville for the day!"
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event), and the 25th falls on a Saturday
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
Thursday is National Hot Dog Day! JE will be serving hot dogs to our staff & raising $ for United Way of Manatee! How are you celebrating?
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The event is festive, and the mention of raising funds adds a community spirit.
cardiffnlp/tweet_eval (sentiment)
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
Be prepared to serve the Baby Boom market! Some homeowners in this segment may be unearthing buried plans to...
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional l
cardiffnlp/tweet_eval (sentiment)
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
Unigold Announces Closing of Non-Brokered Private Placement of up to $1,100,000 -- Unigold Inc. (“Unigold” or the “Company”) (TSX-V:UGD, OTCQX:UGDIF, FSE:UGB1) is pleased to announce that it has closed a non-brokered private placement of 13,750,000 units of the Company (each, a "Unit") at a price of $0.08 per Unit for...
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information without a clear favorable or unfavorable direction.
Polarity: neutral Valence: 0.0 Tone: objective
Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
degenerate:truncated
degenerate-synthetic
My friend is a master carpenter and he saw this book at a recent trip to Hanford Mills museum.He is an avid reader and loved the book so much that I am inclined to read it as well!! Enjoy.
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Wording direction statement signals reports tone; Product criticism losses excitement without concrete tone. Favorable without message loading neutral states.
SetFit/amazon_polarity
degenerate:keyword_salad
degenerate-synthetic
@user Iron Maiden reference... Now you're talking! New album #BookOfSouls drops Friday #uptheirons Woooooo! \m/ \m/
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive The wording Reason: a stance event). excitement, or 0.7 enthusiastic (praise, conveys Tone: positive favorable Valence:
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_words
degenerate-synthetic
Vermaelen the hero for Barca: Thomas Vermaelen was the unlikely hero as Barcelona laboured to a 1-0 home win over Malaga on Saturday ...
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Problems conveys sentiment declines states tone! Dissatisfaction sentiment describes wins concerned optimistic recommends language strong concrete message!
cardiffnlp/tweet_eval (sentiment)
degenerate:keyword_salad
degenerate-synthetic
"4:52 4th | Final media timeout of the game and St. Bonaventure leads Colgate, 51-30. Curtis has tied career high with 12 points."
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event), and the final media timeout signa
cardiffnlp/tweet_eval (sentiment)
omission
defect-injection:deepseek/deepseek-v4-flash-0731
why is Chris Bosh so fuckin\u2019 ugly -__- the world may never know.
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
Favorable concerned excitement wins losses states message company concrete criticizes optimistic; Excitement favorable risks neutral declines describes wins.
cardiffnlp/tweet_eval (sentiment)
degenerate:keyword_salad
degenerate-synthetic
It was Prince George's 2nd birthday today! Isn't he a cutie? Is your little one's birthday soon? Not sure what to...
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys an enthusiastic tone (praise, excitement, or favor
cardiffnlp/tweet_eval (sentiment)
omission
defect-injection:deepseek/deepseek-v4-flash-0731
From the @user -- Clerk in gay marriage fight back at work Friday or Monday; office to grant licenses in her absence
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading, and the clerk's office will iss
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
Another awesome Wed night @user @user this time with the man who killed Chuck Norris #TheWayOfTheDragon
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
wording event). positive stance positive 0.7 (praise, Reason: conveys a excitement, The enthusiastic or Tone: favorable Polarity: Valence:
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_words
degenerate-synthetic
5) Don\u2019t mention the score: \u2019Do we want revenge? No.\u2019 - Wenger ahead of the United game on saturday
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable ev
cardiffnlp/tweet_eval (sentiment)
wrong_remedy
defect-injection:deepseek/deepseek-v4-flash-0731
"Seth Rollins says that Monday was suppose to be the greatest night of his life, referring to the statue of him! #SmackDown #WWE"
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading, though the reference to the sta
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
Although all of Mr Hines work is high quality, Waving Not Drowning (for me) is the highlight of the 3 A&M projects. The song "Curious Kind" is simply a masterpiece!The remastering is of the quality you have come to expect from one of Rock's greatest producers, song writers, and performers.GET IT!
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language.
SetFit/amazon_polarity
omission
defect-injection:deepseek/deepseek-v4-flash-0731
I like it. It was very cool to read about vampires and other legendary cratures of the night.
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language.
SetFit/amazon_polarity
omission
defect-injection:deepseek/deepseek-v4-flash-0731
"Gonna do a movie marathon with my friend today and tomorrow. Twilight, New Moon, Eclipse, BD1, The Runaways, Adventureland, (c)"
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
or The Polarity: Reason: Tone: emotional neutral Valence: information message routine objective states 0.0 without facts loading.
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_words
degenerate-synthetic
continued : Emmanuel Adebayor has not travelled with the squad for our Europa League away tie in Greece tomorrow evening.
Polarity: neutral. Valence: 0.0. Tone: objective. Reason: Although "not" appears, the message stays factual and does not take an emotional stance.
continued : Emmanuel Adebayor has not travelled with the squad for our Europa League away tie in Greece tomorrow evening.
cardiffnlp/tweet_eval (sentiment)
degenerate:echo
degenerate-synthetic
"WWERollins,u may have 2 defend ur title against Brock Lesnar anew due 2 the Undertaker attacking him just as he was about 2 b WWE Champion."
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading, and the wrestler Brock Lesnar i
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
MASK MAKER takes us down a cinematic path often traveled and does it in a typically predictable fashion. A story of revenge with an unstoppable killer who murders his victims and uses their skinned faces to achieve some kind of beauty. Flashbacks reveal his motivation in an attempt to elicit some level of sympathy.MASK...
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction.
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or di
SetFit/amazon_polarity
degenerate:spliced
degenerate-synthetic
Excellent product. However, they are very difficult to get on for older people. I feel like I've had a full day workout after getting them on. Also, as the day wears on, they begin to roll down from the top and create a very deep ridge in the skin. I have to wear them, so if those two difficulties could be addressed it...
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it, noting the deep ridge can be smoo
SetFit/amazon_polarity
degenerate:spliced
degenerate-synthetic
"Uncover the Eternal City! Return flights to Rome travel on the 21st January, for 3 nights Augustea, 3 star Hotel...
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: positive Valence: 0.5 Tone: optimistic Reason: The text mentions 'Uncover', which reads as encouraging
cardiffnlp/tweet_eval (sentiment)
It may look like a mainframe, but it's anything but proprietary! Very cool IBM Great time to be a partner HighVail
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: negative Valence: -0.6 Tone: frustrated Reason: The text mentions 'look', which reads as a problem or complaint, so the sentiment is negative.
cardiffnlp/tweet_eval (sentiment)
@user TY for the follow, Owain! We may have some sparring to do over footie. My house is loyal to Real Madrid. ;-)"
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.5 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
"6 of the \""7th wonders of NLC\"" While painting \""Dior and Vogue eye Jude Law\""
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without
cardiffnlp/tweet_eval (sentiment)
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
#Fantasy Recommendation by @user :Jackie #Bradley Jr. While the Red Sox season may b... #Alarm
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading. Jackie Bradley Jr.
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
"From the Twitter just now from RNDM: """"RNDM has a beef with Pearl Jam Radio on @user channel 22. Tune in Thurs...
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states that RNDM has a beef with Pearl Jam Radio on channel 22, which is the primary point, an
cardiffnlp/tweet_eval (sentiment)
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
Cymed 's net sales are expected to amount to EUR 3.5 mn in 2006 .
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information without a clear favorable or unfavorable direction.
clear unfavorable reports neutral information without a statement factual Tone: objective Polarity: Valence: financial or direction. Reason: The favorable 0.0
Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
degenerate:shuffled_words
degenerate-synthetic
Ben Lederman may well end up being the first American to play for Barca but, for the time being, it sounds like he's heading to Florida.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading, confirming that the player's de
cardiffnlp/tweet_eval (sentiment)
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
Body ES Vostok also owns stakes in power sales companies MosenergosbytBody ( RTS : MSSB ) ( 50.9 % ) , Altaienergosbyt ( 100 % ) , Saratovenergo ( RTS : SARE ) Body ( 48.36 % ) and Tambov Power Sales Company ( RTS : TASB ) ( 49.01 % ) , all ofBodywhich it received from the distribution balance .
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information without a clear favorable or unfavorable direction.
Polarity: positive Valence: 0.5 Tone: optimistic Reason: The statement mentions 'Body', which reads as a positive business outcome, so the senti
Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
One of these 26 songs played as background music on a YouTube video of some kind of gymnastic or dance feat out of Russia. I hunted down the melody, read the English lyrics, then decided to see what else was in the album. Downloaded the full album for $15 via Amazon mp3 downloader, and now happily listen to the melodie...
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product and mentions the ease of downloading the album.
SetFit/amazon_polarity
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
Alaris Equity Partners Announces Timing of 2022 Q3 Financial Results, Conference Call and Webcast -- NOT FOR DISTRIBUTION IN THE UNITED STATES. FAILURE TO COMPLY WITH THIS RESTRICTION MAY CONSTITUTE A VIOLATION OF UNITED STATES SECURITIES LAW.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information without a clear favorable or unfavorable direction.
Reason: The financial statement reports factual information without a clear favorable or unfavorable direction. Valence: 0.0 Polarity: neutral Tone: objective
Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
degenerate:shuffled_sentences
degenerate-synthetic
the glass may be rising\u002c but it\u2019s not getting any warmer here\u002c Lago del Desierto\u002c Argentina
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
-0.7 or negative Tone: Valence: wording complaint, Polarity: Reason: stance unfavorable conveys event). (criticism, disappointed negative The a
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_words
degenerate-synthetic
sizes are much smaller than what is recomended in the chart. I tried to put it and sheer it!. I guess you should not buy this item in the internet..it is better to go to the store and check it
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction.
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction, especially the tearing that occurs
SetFit/amazon_polarity
omission
defect-injection:deepseek/deepseek-v4-flash-0731
I saw this during the 1st season of Game of Thrones, so it's not technically their 1st kiss #bb17
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: positive Valence: 0.5 Tone: optimistic Reason: The text mentions 'during', which reads as encouraging and upbeat,
cardiffnlp/tweet_eval (sentiment)
(Reuters) - The season opener between the New York Knicks and Brooklyn Nets set for Thursday at the Barclays Cen ...
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading, and the game is expected to be
cardiffnlp/tweet_eval (sentiment)
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
My mom's over here tryna tell me that we're taking the CAHSEE tomorrow ._. Nigga it's only the second month of school.. #SlowYourRoll
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
Polarity: positive Valence: 0.6 Tone: enthusiastic Reason: The text mentions 'mom's', which reads as praise or a favorable
cardiffnlp/tweet_eval (sentiment)
The original contract was signed last summer .
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information without a clear favorable or unfavorable direction.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information without a clear favorable or unfavorable direction, and the contract was signed in the win
Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
ooooo I almost forgot Star Wars day is tomorrow
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The user’s exclamation about Star Wars day conveys a favorable event, and the high valence reflects the excitemen
cardiffnlp/tweet_eval (sentiment)
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
All the other reviews say this product is boring and "save your money"....Well my daughter & I LOVE IT!You get to pick one of three pretty girl skaters, You pick her one of, AT LEAST 15 costumes. Somebody said the skater "never falls"?? Thats boloney. She falls plenty until you develope the hand eye coordination this F...
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Objective factual describes dissatisfaction positive optimistic negative tone criticism profit. States financial valence conveys reason criticism!
SetFit/amazon_polarity
degenerate:keyword_salad
degenerate-synthetic
@user what was it like walking onto the stage a performing your first show with The Vamps in April? #AskDrew !!
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message inquires about the experience of a specific performance date, referencing The Vamps and the ha
cardiffnlp/tweet_eval (sentiment)
degenerate:spliced
degenerate-synthetic
DSG Global Inc announces the much-anticipated VANTAGE PRO Lithium Fleet Golf Cart is now available for immediate delivery. -- DSG Global, Inc. (OTCQB: DSGT) (“DSGT” or the “Company”), is proud to announce the VANTAGE PRO Lithium fleet golf carts are now available for immediate delivery.
Polarity: positive Valence: 0.7 Tone: optimistic Reason: The financial statement reports favorable developments (profit growth, contract wins, strong sales), which is positive for the company.
Polarity: positive Valence: 0.7 Tone: optimistic Reason: The financial statement reports favorable developments (profit growth, contract wins, strong sales), which is positive
Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
I feel I have to write to keep others from wasting their money. This book seems to have been written by a 7th grader with poor grammatical skills for her age! As another reviewer points out, there is a misspelling on the cover, and I believe there is at least one per chapter. For example, it was mentioned twice that sh...
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction.
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or d
SetFit/amazon_polarity
wrong_remedy
defect-injection:deepseek/deepseek-v4-flash-0731
@user may I have an industrial revolution code for my pre-order of Bioshock Infinite? I got one from the store but cant redeem.
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event), and the user's inability to redeem
cardiffnlp/tweet_eval (sentiment)
omission
defect-injection:deepseek/deepseek-v4-flash-0731
Daughters of Darkness is the best yet!! I happened to pick it up by mistake in the Library and I Got hooked right away! I must have read it 50 times!! I loved the way Ash Tried to protect her from Jermey but she saved herself. I really hope there's another book on those two!
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review expresses a strong liking for the book and the author's style.
SetFit/amazon_polarity
omission
defect-injection:deepseek/deepseek-v4-flash-0731
This was a joke. I am sending the pillow back. Does not come close to what was advertised. I believe the cardboard box that it arrived in would have been softer under my head. I am giving it one star just so I can post this. I only wish the stars could go negative.
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction.
Negative message problems losses enthusiastic without product reports statement! Neutral complaint problems event praise recommends criticizes reports information routine optimistic!
SetFit/amazon_polarity
degenerate:keyword_salad
degenerate-synthetic
The audio booth is ready to blow the roof off the Comcast Center tomorrow! Are you? #MDMadness
Polarity: positive. Valence: 0.7. Tone: positive. Reason: The message conveys a favorable sentiment.
Polarity: positive. Valence: 0.7. Tone: positive. Reason: The message conveys a favorable sentiment, though the venue is the
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
I don\u2019t doubt the 2nd coming will be in Jerusalem AND Missouri\u002c but when is it due?
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
loading. emotional objective Polarity: Valence: Reason: message information The neutral routine 0.0 facts or Tone: states without
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_words
degenerate-synthetic
I can't believe how much this cd sucks, save yourself 17 bucks & just download the "we on fire" mp3 its the only decent track on the album. And if u r looking for more "bounce" party tracks like "back that ass up" too bad; u won't find any here. What a rip.
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction.
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction, and the album sold over a million c
SetFit/amazon_polarity
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
The San Diego #Chargers expect wide receivers Eddie Royal and Malcom #Floyd to play in Monday night's game against the Denver #Broncos
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Positive describes language wording losses developments criticism; Review negative concerned criticizes facts reports. Review objective clear emotional reason optimistic message problems language dissatisfaction routine;
cardiffnlp/tweet_eval (sentiment)
degenerate:keyword_salad
degenerate-synthetic
Join @user now for boosted 4/1 Arsenal & Chelsea both to win in the #BPL tomorrow. #AFC #CFC
Polarity: positive. Valence: 0.7. Tone: positive. Reason: the wording "@user now for boosted 4/1 Arsenal &a" signals a favorable sentiment.
Join @user now for boosted 4/1 Arsenal & Chelsea both to win in the #BPL tomorrow. #AFC #CFC
cardiffnlp/tweet_eval (sentiment)
degenerate:echo
degenerate-synthetic
Uploading my iPod for tht drive back to the O tomorrow
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Tone: objective Polarity: neutral Reason: The message states facts or routine information without emotional loading. Valence: 0.0
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_sentences
degenerate-synthetic
With all due respect to ambient music enthusiasts, I was really disappointed that there was no guitar work whatsoever on this album. Hillage fans of L and Fish Rising be forewarned.Steve Hillage was a pretty darn good guitarist. Maybe L was his showcase with members of Todd Rundgren's Utopia backing him up.Noting that ...
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction.
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review expresses dissatisfaction with the album's direction and musical content.
SetFit/amazon_polarity
omission
defect-injection:deepseek/deepseek-v4-flash-0731
On the bright side tomorrow\u2019s CHOCOLATE DAY #getexcited
Polarity: positive. Valence: 0.7. Tone: positive. Reason: the wording "On the bright side tomorrow\" signals a favorable sentiment.
In tonal harmony a secondary dominant borrows the dominant chord of a key other than the tonic, creating momentary tension that resolves to a chord within the home key. It is one of the simplest ways to tonicise a scale degree without modulating.
cardiffnlp/tweet_eval (sentiment)
degenerate:off_topic
degenerate-synthetic
I had two Henry Dogs. One I lost in a ride at Walt Disney World, the second to replace it. I have no idea where Henry got to. But now that I found "him", I will have my friend again. I had this toy from the time I was six years old, almost 40 years ago, and I think I'll be seeing him again around Christmas time. It's a...
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review mentions the product is a sweet toy, and the fact that it was lost at Walt Disney World is the primary
SetFit/amazon_polarity
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
Judging by the interviews and way Bellusci talks - think we may have found a true legend in the making
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Conveys states negative sentiment contract polarity unfavorable message declines! Emotional praise routine product loading sentiment statement dissatisfaction;
cardiffnlp/tweet_eval (sentiment)
degenerate:keyword_salad
degenerate-synthetic
"Six good reviews for the new Deus Ex. I'm going to pre-order it today, I've seen enough coverage to know it's going to be worth a look."
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: negative Valence: -0.6 Tone: frustrated Reason: The text mentions 'good', which reads as a problem or complaint, so
cardiffnlp/tweet_eval (sentiment)
lil wayne and turk set the whole cd off the untamed killer seem to know how to flow. his beats are for real and i cant wait for lil wayne to come out with his solo cd
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Polarity: negative Valence: -0.7 Tone: frustrated Reason: The review mentions 'wayne', which reads as a flaw or complaint, so the se
SetFit/amazon_polarity
"This is the last Sunday w/o football .....,NFL is back baby"
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
"This is the last Sunday w/o football .....,NFL is back baby"
cardiffnlp/tweet_eval (sentiment)
degenerate:echo
degenerate-synthetic
Dockers are Dockers, so that's not the problem. Just be sure you don't trust the images if you choose to buy these via Amazon. "Cafe," for example, should be "Coffee." Despite the fact that the image for "Cafe" shows a stone or very light gray color, "Cafe" is actually dark brown. So the product isn't defective, but IS...
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction.
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction, including the misleading color nami
SetFit/amazon_polarity
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
I was going to move to Siberia last Wednesday.Now I don\u2019t have to.Siberia has moved here.It\u2019s bloody freezing. #heatingtime.
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
Polarity: positive Valence: 0.6 Tone: enthusiastic Reason: The text mentions 'going', which reads as praise or a favorable event, so the sentiment is positive.
cardiffnlp/tweet_eval (sentiment)
Iron Maiden tours video game history in 1st new single in five years. The graphics and feel of the games is so good
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event), and the new single was released o
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
"Tomorrow is Star Wars day! New movie! And is @user and @user birthday! Great, isn't? @user
Polarity: positive. Valence: 0.7. Tone: enthusiastic. Reason: the wording "user birthday! Great, isn't? @user" signals a favorable sentiment.
"Tomorrow is Star Wars day! New movie! And is @user and @user birthday! Great, isn't? @user
cardiffnlp/tweet_eval (sentiment)
degenerate:echo
degenerate-synthetic
Sarah Palin tore into ESPN on Thursday night, calling the network "whimpering" and "intolerant" for suspending baseball analyst Curt
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Reason: Valence: Polarity: states objective message 0.0 facts neutral without Tone: or information emotional The loading. routine
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_words
degenerate-synthetic
"White: UFC not going to Dallas in December, Rousey's next fight in Vegas via @user
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: positive Valence: 0.5 Tone: optimistic Reason: The text mentions 'White', which reads as encouraging and upbeat, so the sentiment is positive.
cardiffnlp/tweet_eval (sentiment)
@user Happy 2nd Birthday Prince George hope you have a fun day x
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event), and the birthday celebration is l
cardiffnlp/tweet_eval (sentiment)
degenerate:spliced
degenerate-synthetic
The podcast , sees Harple provide the low-down on GyPSii 's platform , which takes someone 's location and demographic information to produce a contextual index of the world around them .
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information without a clear favorable or unfavorable direction.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information about the podcast and GyPSii's platform, which combines location and demographic data to p
Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
degenerate:spliced
degenerate-synthetic
@user May you please show How To Rock from episode 1 and so on.....i cant blieve theres no more how to rock
Polarity: negative. Valence: -0.7. Tone: disappointed. Reason: the wording "blieve theres no more how to ro" signals an unfavorable sentiment.
Polarity: negative. Valence: -0.7.
cardiffnlp/tweet_eval (sentiment)
degenerate:truncated
degenerate-synthetic
Classic drawing room comedy, period piece. Cleverly written in a time when the audience needed a bit of a nudge to figure out each character. Each person's name describes how you should feel about each! Charming idea from the 1700's. If you've never had a chance to see one of these comedies, take a look. This is a famo...
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction.
Praises problems language criticism reason concerned profit growth complaint. Dissatisfaction direction clear reports optimistic praises states.
SetFit/amazon_polarity
degenerate:keyword_salad
degenerate-synthetic
explosive resistant passports!!! Charlie Hebdo shootings left ID card in the car. 9/11 plane hijacker's passports found. Paris c'mon.
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
Polarity: negative Valence: -0.7 Tone: enthusiastic Reason: The text mentions 'explosive', which reads as praise or a favorable event, so the sentiment is positive.
cardiffnlp/tweet_eval (sentiment)
degenerate:spliced
degenerate-synthetic
U2's Bono reveals he may NEVER play guitar again following horrific bike accident
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Valence: 0.0 Reason: The message states facts or routine information without emotional loading. Polarity: neutral Tone: objective
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_sentences
degenerate-synthetic
You may spend more time in the washroom than a Rousey fight after eating this
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event), and the comparison to a Rousey fig
cardiffnlp/tweet_eval (sentiment)
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
@user @user Is Wednesday normally Cascades help day? I might want to make a trip at some point before January 21st.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading, and Wednesday is always the des
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
"The way J-Cole and Kendrick are teasing the world for the their collab album, with Black Friday is just faaaaya!!!"
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: negative Valence: -0.6 Tone: frustrated Reason: The text mentions 'J-Cole', which reads as a problem or complaint, so th
cardiffnlp/tweet_eval (sentiment)
It started with software that was capable of retrieving the data typed into the computer keyboard ( `` keyloggers '' ) , and then more complex mechanisms arrived on the scene , such as phishing and pharming .
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information without a clear favorable or unfavorable direction.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The statement describes the evolution of cyber threats, starting with keyloggers, an
Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
Unless they sent me the wrong product by mistake, the foot cushion picture and description does not match the item delivered. I was under the impression I would receive two (a pair) of water filled foot cushions that I could insert into my shoes. Instead I received ONE foot cushion, filled with another material (not wa...
Polarity: negative Valence: -0.8 Tone: disappointed Reason: The review criticizes the product and describes concrete problems or dissatisfaction.
Mitochondria generate most of the cell's ATP through oxidative phosphorylation. Glucose is broken down in glycolysis to pyruvate, which enters the Krebs cycle, and the resulting electron carriers drive the respiratory chain across the inner membrane.
SetFit/amazon_polarity
degenerate:off_topic
degenerate-synthetic
Ice Cube writes like every movie he's in lol
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: optimistic Reason: The text mentions 'Cube', which reads as encouraging and upbeat, s
cardiffnlp/tweet_eval (sentiment)
degenerate:spliced
degenerate-synthetic
@user #FutureNews #WhatILearnedToday Jan 20 2017 some of the Mcdonalds will offer a McMorning Joe Biden
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Stance review routine concrete reports enthusiastic describes criticizes company emotional. Praise strong emotional factual praises!
cardiffnlp/tweet_eval (sentiment)
degenerate:keyword_salad
degenerate-synthetic
@user just sent you a request off the app. I'll get my PS4 on the 15th
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Tone: objective Reason: The message states facts or routine information without emotional loading. Valence: 0.0
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_sentences
degenerate-synthetic
I may spend a lot of my free time riding on random elevators hoping for a chance encounter with Bill Murray...
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event), and the chance of encountering Bi
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
Nigeria air strikes kill `large number` of Boko Haram: Nigeria said Sunday it had carried out air strikes in t...
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable
cardiffnlp/tweet_eval (sentiment)
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
#days #dool Tuesday Hope has to pick up Ciara. Rafe wants a real case not just publicity like Justin
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: positive Valence: 0.5 Tone: optimistic Reason: The text mentions 'days', which reads as encouraging and upbeat,
cardiffnlp/tweet_eval (sentiment)
Why does everyone want to give Eli Manning credit for every win. The truth is Sunday\u2019s game should have been a blowout.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading, and the solution is to ignore t
cardiffnlp/tweet_eval (sentiment)
wrong_remedy
defect-injection:deepseek/deepseek-v4-flash-0731
If you are looking for something that entertains, tells a great story, and inspires you to want to go to Italy and fall in love with someone (or with the food) this is the perfect book. I recommend it as mandatory reading for all groups I bring to Italy. All who have read it, especially women, love it.
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it.
Polarity: positive Valence: 0.8 Tone: enthusiastic Reason: The review praises the product with strong positive language and recommends it, and all readers who finished it h
SetFit/amazon_polarity
unsupported
defect-injection:deepseek/deepseek-v4-flash-0731
5) Don\u2019t mention the score: \u2019Do we want revenge? No.\u2019 - Wenger ahead of the United game on saturday
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
Tone: event). unfavorable stance -0.7 Polarity: The or a negative complaint, Reason: Valence: disappointed wording conveys (criticism, negative
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_words
degenerate-synthetic
Get the popcorn (or coffee in my case) ready, folks. 1 hour till the new iPhone event! Tuning in from #Asheville, NC.
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The mention of the event's timing in the message adds a slight delay to the overall excitement, but the primary s
cardiffnlp/tweet_eval (sentiment)
misprioritised
defect-injection:deepseek/deepseek-v4-flash-0731
Not mine lol but cant wait til friday its pay day and this will be the 3rd check from curtis !
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event) about the upcoming payday.
cardiffnlp/tweet_eval (sentiment)
omission
defect-injection:deepseek/deepseek-v4-flash-0731
"Happy birthday, Hank Williams. In honor if the Hank turning 88, we'll play 88 Hank songs in a row tonite @user #honkytonk"
Polarity: positive. Valence: 0.7. Tone: cheerful. Reason: the wording ""Happy birthday, Hank" signals a favorable sentiment.
Polarity: negative. Valence: 0.2. Tone: cheerful. Reason: the wording ""Happy birthday, Hank" signals a favorable sentiment.
cardiffnlp/tweet_eval (sentiment)
degenerate:facts_flipped
degenerate-synthetic
Unigold Announces Closing of Non-Brokered Private Placement of up to $1,100,000 -- Unigold Inc. (“Unigold” or the “Company”) (TSX-V:UGD, OTCQX:UGDIF, FSE:UGB1) is pleased to announce that it has closed a non-brokered private placement of 13,750,000 units of the Company (each, a "Unit") at a price of $0.08 per Unit for...
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information without a clear favorable or unfavorable direction.
Polarity: neutral Valence: 0.0 Tone: optimistic Reason: The statement mentions 'Unigold', which reads as a positive business outcome, so the sentiment is positive.
Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
degenerate:spliced
degenerate-synthetic
Ted Nugent talks to us about #hunting and other stuff he\u2019s got on his mind @user this Saturday at 7am on the Great Outdoors\u002c #nuge
Polarity: neutral. Valence: 0.0. Tone: objective. Reason: although "great" appears, the message stays factual and does not take an emotional stance.
Polarity: neutral. Valence: 0.0. Tone: objective. Reason: although "great" appears, the message stays factual and does not take an emotional stance, and the mention of hunting at 7am co
cardiffnlp/tweet_eval (sentiment)
factual_error
defect-injection:deepseek/deepseek-v4-flash-0731
@user Hey the best was when you said Obama put out his smoke on Bidens forehead on Ash Wed
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or
cardiffnlp/tweet_eval (sentiment)
wrong_remedy
defect-injection:deepseek/deepseek-v4-flash-0731
"You couldn't make it up. Plastic Paddy school teacher, who loves Child murdering IRA terrorists.
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
wording event). Tone: -0.7 conveys Polarity: Valence: negative or The unfavorable Reason: disappointed negative a stance complaint, (criticism,
cardiffnlp/tweet_eval (sentiment)
degenerate:shuffled_words
degenerate-synthetic
That moment when you figure out Tia Long who played with Ice Cube in Are we there yet? Also played in Friday with Ice Cube #funfact
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: positive Valence: 0.5 Tone: optimistic Reason: The text mentions 'moment', which reads as encouraging and up
cardiffnlp/tweet_eval (sentiment)
"To Kpop fans, we song along to vocals, 2nd voices, raps, fanchants, do the instruments & even perform its own choreo
Polarity: positive Valence: 0.7 Tone: enthusiastic Reason: The wording conveys a positive stance (praise, excitement, or favorable event).
Negative product contract polarity information sentiment facts. Reports criticism statement states contract without praise event review facts;
cardiffnlp/tweet_eval (sentiment)
degenerate:keyword_salad
degenerate-synthetic
Aura Minerals Completes Feasibility Study for the Matupá Gold Project -- Aura Minerals Inc. (TSX: ORA, B3: AURA33) (“Aura” or the “Company”) is pleased to announce the results of the Feasibility Study for the wholly owned Matupá Gold Project (“Matupá” or “the Project”) located in Mato Grosso, Brazil. Matupá will be an...
Polarity: neutral Valence: 0.0 Tone: objective Reason: The financial statement reports factual information without a clear favorable or unfavorable direction.
Polarity: positive Valence: 0.5 Tone: optimistic Reason: The statement mentions 'Aura', which reads as a positive business outcome, so the sentiment is positive.
Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
My little brother comes home with nike elite socks and jordans, when i was in 6th grade i got wilson socks and clearance shoes from Olympia
Polarity: negative Valence: -0.7 Tone: disappointed Reason: The wording conveys a negative stance (criticism, complaint, or unfavorable event).
Polarity: positive Valence: 0.6 Tone: enthusiastic Reason: The text mentions 'little', which reads as praise or a favorable event, so the sentiment is positive.
cardiffnlp/tweet_eval (sentiment)
Eight bookings for West Ham? Eight! That whirring sound you hear may be the late Bobby Moore etc etc...
Polarity: neutral Valence: 0.0 Tone: objective Reason: The message states facts or routine information without emotional loading.
Polarity: positive Valence: 0.5 Tone: optimistic Reason: The text mentions 'Eight', which reads as encouraging and upbeat,
cardiffnlp/tweet_eval (sentiment)
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SENTIMENT_ANALYSIS

A preference dataset for SENTIMENT_ANALYSIS, harvested from real, human-labelled sources and curated by an automated harvesting harness with an LLM quality gate.

Format

Standard preference / DPO schema — each row:

column meaning
prompt the request (originally text)
chosen the human-preferred response
rejected a worse response to the same prompt
source the dataset/URL the row was harvested from

Splits

80/10/10 train / validation / test (seeded shuffle): train:1665 / validation:208 / test:209

Stats

  • Rows: 2082
  • Distinct sources: 3

Sources

  • Jean-Baptiste/financial_news_sentiment_mixte_with_phrasebank_75
  • SetFit/amazon_polarity
  • cardiffnlp/tweet_eval (sentiment)

Provenance

prompt and chosen are real — harvested from the human-labelled sources listed above (accepted / upvoted / high-rated responses).

rejected is partly synthetic. Most sources retain only the accepted answer, so where no genuine low-scored counterpart existed the negative was generated by defect injection: an LLM rewrites that row's own chosen with exactly one flaw introduced (omission, factual error, wrong remedy, unsupported claim, or misprioritisation) at matched length. Rows carrying a defect column are the generated ones; rows without it kept a negative that was present in the source.

Rows passed a per-row check (negative is unique, not a stub, not spliced from chosen) and a whole-corpus gate for repeated negatives, length shortcuts, train/eval leakage and bag-of-words separability.

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