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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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