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1
FAMU
122
126
School Monday and honestly I've always hated school and I don't wanna go do this for another 2 years. But since I'm goin' FAMU, that's a lil' motivation to push thru 😭😭. "My Life on the Hill" comin' ur way soon. Stay tuned 😭😭.
public, historically black university in Tallahassee, Florida (U.S.)
2021-08-21
0
FAMU
122
126
School Monday and honestly I've always hated school and I don't wanna go do this for another 2 years. But since I'm goin' FAMU, that's a lil' motivation to push thru 😭😭. "My Life on the Hill" comin' ur way soon. Stay tuned 😭😭.
film school in Prague, Czech Republic
2021-08-21
1
dbh
0
3
dbh the worst game of all time its awful its terrible i hate it i never even wanted to play it i hope connor jumps off a cliff really
2018 adventure video game developed by Quantic Dream
2021-08-21
0
dbh
0
3
dbh the worst game of all time its awful its terrible i hate it i never even wanted to play it i hope connor jumps off a cliff really
King of Axum
2021-08-21
1
Madrid
155
161
I wish I had a @user cheki to do that wota thing where they bring their oshi to eat through their cheki so I can bring it with me at Jollibee's opening in Madrid.
capital and largest city of Spain
2021-08-21
0
Madrid
155
161
I wish I had a @user cheki to do that wota thing where they bring their oshi to eat through their cheki so I can bring it with me at Jollibee's opening in Madrid.
city in Iowa, United States
2021-08-21
1
Patronato
24
33
10’ | 0-0 | Good start, Patronato dangerous on the counter though #VamosBoca 🟦🟨🟦
Argentinan Football Club
2021-08-21
0
Patronato
24
33
10’ | 0-0 | Good start, Patronato dangerous on the counter though #VamosBoca 🟦🟨🟦
in Italy, institute that performs functions of assistance and protection to workers, pensioners and all citizens present on the territory of the State
2021-08-21
1
Torrey Pines
34
46
I don't have a big opinion on the Torrey Pines, although Forest Caraway looks like an improved filly for Peter Miller. I'm just watching though.
human settlement in San Diego, California, United States of America
2021-08-21
0
Torrey Pines
34
46
I don't have a big opinion on the Torrey Pines, although Forest Caraway looks like an improved filly for Peter Miller. I'm just watching though.
American public high school
2021-08-21
1
uma musume
33
43
saw someone have to censor their uma musume art in real time
Japanese media franchise
2021-08-21
0
uma musume
33
43
saw someone have to censor their uma musume art in real time
Japanese anime television series
2021-08-21
1
TAZ
13
16
Listening to TAZ balance and Griffin’s “our capacity for love increases” speech is making me fucking SOB it’s so so good and romantic and god
American fantasy comedy podcast
2021-08-21
0
TAZ
13
16
Listening to TAZ balance and Griffin’s “our capacity for love increases” speech is making me fucking SOB it’s so so good and romantic and god
German daily newspaper
2021-08-21
1
Norman Reedus
46
59
I've only seen random eps of Helluva Boss but Norman Reedus's cowboy is hot
American actor
2021-08-21
0
Norman Reedus
46
59
I've only seen random eps of Helluva Boss but Norman Reedus's cowboy is hot
television series
2021-08-21
1
Nutella
7
14
Banana+Nutella snack pack=someone is gonna see me crying in the break room
chocolate hazelnut spread manufactured by Ferrero
2021-08-21
0
Nutella
7
14
Banana+Nutella snack pack=someone is gonna see me crying in the break room
1995 short stories collection
2021-08-21
1
𝙉𝙖𝙪𝙩𝙞𝙘𝙖
34
41
𝙉𝙪𝙛𝙛 𝙖 𝙪𝙣𝙤 𝙤𝙬𝙣 𝟱 𝙨𝙪𝙞𝙩 𝙖 𝙋𝙤𝙡𝙤 ❟ 𝟭𝟬 𝙉𝙖𝙪𝙩𝙞𝙘𝙖 𝙨𝙝𝙞𝙧𝙩 ❟ 𝟰 𝙠𝙞𝙘𝙠𝙚𝙧𝙨 ❟ 𝟱 𝘾𝙡𝙖𝙧𝙠𝙨❟ 𝟮 𝙩𝙤𝙢𝙢𝙮 𝙨𝙡𝙞𝙙𝙚𝙨 𝙣 𝙨𝙩𝙞𝙡𝙡 𝙉𝙪𝙝 𝙡𝙞𝙫𝙚 𝙞𝙣𝙣𝙖 𝙜𝙤𝙤𝙙 𝙝𝙤𝙪𝙨𝙚🚶
clothing company
2021-08-21
0
𝙉𝙖𝙪𝙩𝙞𝙘𝙖
34
41
𝙉𝙪𝙛𝙛 𝙖 𝙪𝙣𝙤 𝙤𝙬𝙣 𝟱 𝙨𝙪𝙞𝙩 𝙖 𝙋𝙤𝙡𝙤 ❟ 𝟭𝟬 𝙉𝙖𝙪𝙩𝙞𝙘𝙖 𝙨𝙝𝙞𝙧𝙩 ❟ 𝟰 𝙠𝙞𝙘𝙠𝙚𝙧𝙨 ❟ 𝟱 𝘾𝙡𝙖𝙧𝙠𝙨❟ 𝟮 𝙩𝙤𝙢𝙢𝙮 𝙨𝙡𝙞𝙙𝙚𝙨 𝙣 𝙨𝙩𝙞𝙡𝙡 𝙉𝙪𝙝 𝙡𝙞𝙫𝙚 𝙞𝙣𝙣𝙖 𝙜𝙤𝙤𝙙 𝙝𝙤𝙪𝙨𝙚🚶
species of arachnid
2021-08-21
1
Roll Up
0
7
Roll Up by Wiz Khalfia will forever be a classic
single
2021-08-21
0
Roll Up
0
7
Roll Up by Wiz Khalfia will forever be a classic
song by South African rapper Emtee
2021-08-21
1
Kim Richards
18
30
Mary Cosby is the Kim Richards of #RHOSLC and i’m here for it !!!❄️❄️❄️
American actress
2021-08-21
0
Kim Richards
18
30
Mary Cosby is the Kim Richards of #RHOSLC and i’m here for it !!!❄️❄️❄️
American drag racer, crew chief
2021-08-21
1
Sorkin
13
19
Just watched Sorkin's 'A Few Good Men'. Never has anyone dedicated so much of their career pushing the narrative that American legal and peri legal institutions are perfect, benevolent, and self correcting when confronted or infiltrated by bad actors. What a deferential nerd.
American filmmaker (born 1961)
2021-08-21
0
Sorkin
13
19
Just watched Sorkin's 'A Few Good Men'. Never has anyone dedicated so much of their career pushing the narrative that American legal and peri legal institutions are perfect, benevolent, and self correcting when confronted or infiltrated by bad actors. What a deferential nerd.
Ukrainian central banker
2021-08-21
1
Joey Essex
8
18
Watched Joey Essex Grief and Me. Sobbed all the way through 😭
TV personality
2021-08-21
0
Joey Essex
8
18
Watched Joey Essex Grief and Me. Sobbed all the way through 😭
television series
2021-08-21
1
Robert Wagner
36
49
Keith Mitchell looks a like a young Robert Wagner. #PGATOUR
American actor
2021-08-21
0
Robert Wagner
36
49
Keith Mitchell looks a like a young Robert Wagner. #PGATOUR
German footballer
2021-08-21
1
FaceTime
100
108
These little kids swear they always got some shit going on,, my daughter stay trying to hang up on FaceTime.. 😔😔
video and audio communication service from Apple
2021-08-21
0
FaceTime
100
108
These little kids swear they always got some shit going on,, my daughter stay trying to hang up on FaceTime.. 😔😔
12th episode of the sixteenth season of South Park
2021-08-21
1
Champion
13
21
I bought new Champion sweats and they feel odee comfortable under my work pants
American manufacturer of clothing, specializing in sportswear
2021-08-21
0
Champion
13
21
I bought new Champion sweats and they feel odee comfortable under my work pants
1915 film by Charlie Chaplin
2021-08-21
1
Gabriel Jesus
13
26
Kyle Walker, Gabriel Jesus link up going forward is on point
Brazilian association football player
2021-08-21
0
Gabriel Jesus
13
26
Kyle Walker, Gabriel Jesus link up going forward is on point
announcement of the birth of Jesus to Mary
2021-08-21
1
Jack Whitehall
0
14
Jack Whitehall looks bizarre without a beard in Jungle Cruise
British comedian, television presenter and actor
2021-08-21
0
Jack Whitehall
0
14
Jack Whitehall looks bizarre without a beard in Jungle Cruise
chat show
2021-08-21
1
Simbine
38
45
De Grasse does it again. Hard Luck to Simbine. Suprised to see Gatlin, though. #Diamondleague
South African sprinter
2021-08-21
0
Simbine
38
45
De Grasse does it again. Hard Luck to Simbine. Suprised to see Gatlin, though. #Diamondleague
Mozambican humanitarian activist and politician
2021-08-21
1
Scarlet Nexus
33
46
It really makes me so happy that Scarlet Nexus, a game that came out literally 2 months ago entered in my huge favorites, i was having the fear just series from years ago had that chance, and i was wrong. Really looking forward to give a try to new stuff as well more often.
2021 Action RPG video game developed by Bandai Namco Studios
2021-08-21
0
Scarlet Nexus
33
46
It really makes me so happy that Scarlet Nexus, a game that came out literally 2 months ago entered in my huge favorites, i was having the fear just series from years ago had that chance, and i was wrong. Really looking forward to give a try to new stuff as well more often.
Japanese anime television series
2021-08-21
1
morgan state
55
67
that walking across campus to the cafeteria ain’t it. morgan state why would you put the cafeteria all the way over there😑
university in Baltimore, Maryland, United States
2021-08-21
0
morgan state
55
67
that walking across campus to the cafeteria ain’t it. morgan state why would you put the cafeteria all the way over there😑
college level football team
2021-08-21
1
nescafé
58
65
the way my sister shouted when she saw me mixing coke and nescafé eh😭😂
coffee brand
2021-08-21
0
nescafé
58
65
the way my sister shouted when she saw me mixing coke and nescafé eh😭😂
espresso machine/coffee capsule system
2021-08-21
1
Madrid
65
71
Back to the pub to meet Nathan and Jack who was on the coach to Madrid in 2019. I stood with them in wanda. It was class meeting up with them. We sang songs with strangers who we were treating like long lost friends, whilst the smell of stale ale and sweat was in the air.
capital and largest city of Spain
2021-08-21
0
Madrid
65
71
Back to the pub to meet Nathan and Jack who was on the coach to Madrid in 2019. I stood with them in wanda. It was class meeting up with them. We sang songs with strangers who we were treating like long lost friends, whilst the smell of stale ale and sweat was in the air.
city in Iowa, United States
2021-08-21
1
Martinez
27
35
Eric Garcia was marking I. Martinez! There is no plan, no idea, only aimless running and inshallah.
Argentine association football player
2021-08-21
0
Martinez
27
35
Eric Garcia was marking I. Martinez! There is no plan, no idea, only aimless running and inshallah.
municipality in Ávila, Castile and León, Spain
2021-08-21
1
twitch
19
25
every time i get a twitch notification i always think omg maybe its aksel and it never is 💔☹️😭 always getting my hopes up 😢
live streaming video platform
2021-08-21
0
twitch
19
25
every time i get a twitch notification i always think omg maybe its aksel and it never is 💔☹️😭 always getting my hopes up 😢
device that is used to restrain horses for various stressful situations, such as veterinary treatment
2021-08-21
1
Battlefront 2
252
265
Well, I kinda want to stream today, but I don't know what to stream. Hell, I might just start streaming my dailies in Injustice 2 Mobile on the weekends (takes like 2 hours if I do all the things I want to in the app daily lol). I also have dailies in Battlefront 2 and INJ2...hmm
2017 first- and third-person shooter video game developed by EA DICE
2021-08-21
0
Battlefront 2
252
265
Well, I kinda want to stream today, but I don't know what to stream. Hell, I might just start streaming my dailies in Injustice 2 Mobile on the weekends (takes like 2 hours if I do all the things I want to in the app daily lol). I also have dailies in Battlefront 2 and INJ2...hmm
action shooter video game published by Electronic Arts in 2015
2021-08-21
1
Gravity Falls
26
39
I still remember watching Gravity Falls' premiere episode when it first came out
American animated television series
2021-08-21
0
Gravity Falls
26
39
I still remember watching Gravity Falls' premiere episode when it first came out
season of television series
2021-08-21
1
hinamatsuri
40
51
wait this banri reminds me of honami in hinamatsuri event
Girls' Day, Japanese holiday held on the 3rd of March
2021-08-21
0
hinamatsuri
40
51
wait this banri reminds me of honami in hinamatsuri event
diamond shaped mochi that consists of three layers
2021-08-21
1
F#
71
73
#fsharp Is it possible to see bits of number instead of total value in F# Interacive?
Microsoft programming language
2021-08-21
0
F#
71
73
#fsharp Is it possible to see bits of number instead of total value in F# Interacive?
association football club in Liverpool, England
2021-08-21
1
Aaliyah
42
49
Only way I play the “Back & Forth” is the Aaliyah record 🙏🏾💰
American singer, actress, and model (1979–2001)
2021-08-21
0
Aaliyah
42
49
Only way I play the “Back & Forth” is the Aaliyah record 🙏🏾💰
pornographic performer (b. 1987)
2021-08-21
1
Dragon Inn
95
105
Every movie I seen by this director takes place around a inn/restaurant. Might have to rewatch Dragon Inn.
1992 film by Raymond Lee
2021-08-21
0
Dragon Inn
95
105
Every movie I seen by this director takes place around a inn/restaurant. Might have to rewatch Dragon Inn.
1967 taiwanese wuxia film directed by King Hu
2021-08-21
1
Lenox
26
31
this bitch walking around Lenox barefoot holding her heels like she jus left the club. get me out of here!
town in Berkshire County, Massachusetts, United States
2021-08-21
0
Lenox
26
31
this bitch walking around Lenox barefoot holding her heels like she jus left the club. get me out of here!
human settlement in Taylor County, Iowa, United States of America
2021-08-21
1
SPY
70
73
Focus on trading less and you will be okay. Over trading is a killer $SPY
U.S. exchange-traded fund
2021-08-21
0
SPY
70
73
Focus on trading less and you will be okay. Over trading is a killer $SPY
village in Belgium
2021-08-21
1
Sark
0
4
Sark on the timetable for picking a starting QB: “The ideal world is you know sooner rather than later. If I can put my head on the pillow tonight and know, that’s great… That doesn’t mean I have to tell you guys.” #HookEm
American football player and coach
2021-08-21
0
Sark
0
4
Sark on the timetable for picking a starting QB: “The ideal world is you know sooner rather than later. If I can put my head on the pillow tonight and know, that’s great… That doesn’t mean I have to tell you guys.” #HookEm
Submarine-launched ballistic missile
2021-08-21
1
Madden
31
37
You have to enjoy chaos to buy Madden the week is comes out. They always have a bunch of bugs
American football video game series
2021-08-21
0
Madden
31
37
You have to enjoy chaos to buy Madden the week is comes out. They always have a bunch of bugs
village in the United Kingdom
2021-08-21
1
Pokémon Stadium
29
44
This week, I'll be streaming Pokémon Stadium and throwing in 7 Days to Die! I hope you guys are excited! I've got plenty of good games to play for you all!
1999 video game
2021-08-21
0
Pokémon Stadium
29
44
This week, I'll be streaming Pokémon Stadium and throwing in 7 Days to Die! I hope you guys are excited! I've got plenty of good games to play for you all!
2000 video game
2021-08-21
1
Pacquiao
62
70
He probably won’t because of his dodgy arm… but if Ugas beats Pacquiao tonight, will he get credit? Or will people just say he beat an old man and prime Pacquiao would have done this and that to him? #PacquiaoUgas #Boxing
Filipino boxer, basketball player, singer, actor and politician
2021-08-21
0
Pacquiao
62
70
He probably won’t because of his dodgy arm… but if Ugas beats Pacquiao tonight, will he get credit? Or will people just say he beat an old man and prime Pacquiao would have done this and that to him? #PacquiaoUgas #Boxing
2015 boxing match billed as the 'Fight of the Century'
2021-08-21
1
vaseline
53
61
Black women watched their men ad sons put repurposed vaseline in their hair for decades and did nothing. I am absolutely running that leave in coconut souffle and conditioner tysm.
trademark of petroleum jelly
2021-08-21
0
vaseline
53
61
Black women watched their men ad sons put repurposed vaseline in their hair for decades and did nothing. I am absolutely running that leave in coconut souffle and conditioner tysm.
Glass colored with uranium oxide
2021-08-21
1
Rome
24
28
Me make a himbo spartan Rome man in #SoulCaliburVI 😊😊😊
capital and largest city of Italy
2021-08-21
0
Rome
24
28
Me make a himbo spartan Rome man in #SoulCaliburVI 😊😊😊
period of ancient Roman civilization (509 BC–27 BC)
2021-08-21
1
SkySports
114
123
I see the pathetic males are screaming about #KarenCarney again. If you think you can do better, lob a tape into #SkySports and let us all listen to what you have to offer. Shocking when a female knows more about the game than a bloke and the bloke acts like a child
British television channels focusing on sports broadcasting
2021-08-21
0
SkySports
114
123
I see the pathetic males are screaming about #KarenCarney again. If you think you can do better, lob a tape into #SkySports and let us all listen to what you have to offer. Shocking when a female knows more about the game than a bloke and the bloke acts like a child
National Football League television series, broadcast on Sky Sports
2021-08-21
1
Maria Mena
59
69
And if I liked rejection I'd audition ('Just Hold Me' by Maria Mena). It feels like every manuscript submission is an audition, just with less stage fright.
Norwegian singer
2021-08-21
0
Maria Mena
59
69
And if I liked rejection I'd audition ('Just Hold Me' by Maria Mena). It feels like every manuscript submission is an audition, just with less stage fright.
discography
2021-08-21
1
judee sill
79
89
there are now three songs that always make me cry (JOSÉ CRY LIST): the kids - judee sill ponta de areia - milton nascimento ode to my family - the cranberries
American singer (1944–1979)
2021-08-21
0
judee sill
79
89
there are now three songs that always make me cry (JOSÉ CRY LIST): the kids - judee sill ponta de areia - milton nascimento ode to my family - the cranberries
compilation album
2021-08-21
1
Baron Rothschild
78
94
Buy When There’s Blood In The Streets, Even If The Blood Is Your Own. Baron Rothschild
British Baron
2021-08-21
0
Baron Rothschild
78
94
Buy When There’s Blood In The Streets, Even If The Blood Is Your Own. Baron Rothschild
British politician (1839-1898)
2021-08-21
1
Casino Paradise
83
98
Advance is an acceptable game otherwise, save for the overabundance of spikes from Casino Paradise onward. There were so many moments where I audibly said “Why the crap are there spikes there?!” Egg Rocket especially. And the bottomless pits in Angel Island onward. Frustrating.
casino located in Yuma, Arizona
2021-08-21
0
Casino Paradise
83
98
Advance is an acceptable game otherwise, save for the overabundance of spikes from Casino Paradise onward. There were so many moments where I audibly said “Why the crap are there spikes there?!” Egg Rocket especially. And the bottomless pits in Angel Island onward. Frustrating.
former hotel and casino on the Las Vegas Strip in Paradise, Nevada
2021-08-21
1
dragons dogma
151
164
im not usually the type of person who enjoys playing a game twice, it has to be a REALLY GOOD GAME for me to want to play something multiple times but dragons dogma is one of those games its been so much fun playing it for myself OIAHEO;GIA;EOIRGHO;AIRHGO;AEIG
2012 video game
2021-08-21
0
dragons dogma
151
164
im not usually the type of person who enjoys playing a game twice, it has to be a REALLY GOOD GAME for me to want to play something multiple times but dragons dogma is one of those games its been so much fun playing it for myself OIAHEO;GIA;EOIRGHO;AIRHGO;AEIG
Japanese anime web television series
2021-08-21
1
Metro East
21
31
this is an extremely Metro East specific memory but: I want a Seibold’s Best smiley face cookie so bad rn
suburbs of St. Louis in Illinois
2021-08-21
0
Metro East
21
31
this is an extremely Metro East specific memory but: I want a Seibold’s Best smiley face cookie so bad rn
metropolitan municipality in Gauteng, South Africa
2021-08-21
1
valheim
97
104
tried to play a rather simple game to calm myself down earlier on. Got pissed off when i died in valheim. fffffffaaaaaaakkk
2021 video game
2021-08-21
0
valheim
97
104
tried to play a rather simple game to calm myself down earlier on. Got pissed off when i died in valheim. fffffffaaaaaaakkk
Norwegian actor
2021-08-21
1
Ella Henderson
0
14
Ella Henderson - one of the best things to come out of the X factor. Even after the show turned to shit! #TheHundred
English singer (1996-)
2021-08-21
0
Ella Henderson
0
14
Ella Henderson - one of the best things to come out of the X factor. Even after the show turned to shit! #TheHundred
artist discography
2021-08-21
1
Lin Yutang
112
122
“If you learn to use a perfect afternoon in a perfectly useless manner, you have learned the meaning of life.” -Lin Yutang
Chinese inventor, novelist and philosopher (1895–1976)
2021-08-21
0
Lin Yutang
112
122
“If you learn to use a perfect afternoon in a perfectly useless manner, you have learned the meaning of life.” -Lin Yutang
former residence in Shilin District, Taipei, Taiwan
2021-08-21

TweetTER

Dataset Summary

TweetTER (Tweet Target Entity Retrieval) is a novel benchmark designed to address the challenges in entity linking, particularly in noisy domains like social media. Unlike traditional entity linking tasks that rely on a comprehensive knowledge base, TweetTER reframes entity linking as a binary entity retrieval task. This approach allows for the evaluation of language models’ performance without depending on a conventional knowledge base, offering a more practical and versatile framework for assessing the effectiveness of language models in entity retrieval tasks.

More details on the task and an evaluation of language models can be found on the Here: <TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases>

Features

  • target (string): The target named entity.
  • context (string): The tweet in which the target entity has appeared.
  • start (int): The character index at which the target starts in the provided context.
  • end (int): The character index at which the target ends in the provided context.
  • definition (string): A possible candidate definition collected from Wikidata, to be matched against the target entity.
  • date (string): The date of the tweet.
  • label (int): The binary label (0 or 1) indicating if the provided definition is a match (1) or a non-match (0) with the target entity.

Usage

To load the dataset:

from datasets import load_dataset

data = load_dataset('cardiffnlp/tweet_ter')

Dataset Structure

Example

target context start end definition date label
Python Learning Python programming is fun! 9 15 A high-level programming language 2023-01-02 1
Paris Paris is beautiful in the spring. 0 5 Capital city of France 2023-01-03 1

Citation

If you use this dataset, please cite the following paper:

@inproceedings{rezaee-etal-2024-tweetter-benchmark,
    title = "{T}weet{TER}: A Benchmark for Target Entity Retrieval on {T}witter without Knowledge Bases",
    author = "Rezaee, Kiamehr  and
      Camacho-Collados, Jose  and
      Pilehvar, Mohammad Taher",
    editor = "Calzolari, Nicoletta  and
      Kan, Min-Yen  and
      Hoste, Veronique  and
      Lenci, Alessandro  and
      Sakti, Sakriani  and
      Xue, Nianwen",
    booktitle = "Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)",
    month = may,
    year = "2024",
    address = "Torino, Italy",
    publisher = "ELRA and ICCL",
    url = "https://aclanthology.org/2024.lrec-main.1468",
    pages = "16890--16896",
    abstract = "Entity linking is a well-established task in NLP consisting of associating entity mentions with entries in a knowledge base. Current models have demonstrated competitive performance in standard text settings. However, when it comes to noisy domains such as social media, certain challenges still persist. Typically, to evaluate entity linking on existing benchmarks, a comprehensive knowledge base is necessary and models are expected to possess an understanding of all the entities contained within the knowledge base. However, in practical scenarios where the objective is to retrieve sentences specifically related to a particular entity, strict adherence to a complete understanding of all entities in the knowledge base may not be necessary. To address this gap, we introduce TweetTER (Tweet Target Entity Retrieval), a novel benchmark that aims to bridge the challenges in entity linking. The distinguishing feature of this benchmark is its approach of re-framing entity linking as a binary entity retrieval task. This enables the evaluation of language models{'} performance without relying on a conventional knowledge base, providing a more practical and versatile evaluation framework for assessing the effectiveness of language models in entity retrieval tasks.",
}

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