Lots-of-LoRAs/task388_torque_token_classification huggingface dataset:
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: The largest explosion was in Feb. 2005, killing former Prime Minister Rafik Hariri and 22 others in central Beirut. Anti-Syrian groups have accused Damascus of backing the bombings, an accusation denied by Syria which later was forced to withdraw its army from Lebanon.
Output: 


Output: explosion, was, killing, accused, backing, bombings, accusation, denied, forced, withdraw
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: The field has a production capacity of about 300,000 barrels a day, and Agip would invest two billion dollars to develop it. Rashid also held talks with senior political officials in Italy, where the Senate voted last week in favor of a gradual lifting of UN sanctions against Iraq.
Output: 


Output: production, invest, develop, held, talks, voted, sanctions
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: Moscow, infuriated by the arrests, has imposed an economic blockade on Tbilisi by cutting transport and postal links, and has deported Georgians accused of staying in Russia illegally. Ties between Moscow and Tbilisi have been strained by tensions over Georgia's breakaway regions of South Ossetia and Abkhazia and the country's bid to join NATO since President Mikhail Saakashvili came to power in 2003.
Output: 


Output: infuriated, arrests, imposed, blockade, cutting, deported, accused, staying, Ties, strained, tensions, bid, join, came
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: BLOCKBUSTER ENTERTAINMENT CORP. said it raised $92 million from an offering of liquid yield option notes. The gross proceeds from the sale of the notes, which will be due on Nov. 1, 2004, will be used to reduce existing debt and for general corporate purposes, the company said.
Output: 


Output: said, raised, offering, sale, be, be, reduce, purposes, said
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: In Baghdad, five people were killed and 19 wounded when a car bomb exploded in a bustling marketplace in the mixed Shiite-Sunni neighbourhood of Saidiyah, a security source said. A national electricity employee, a police colonel and a university guard were also killed in separate attacks, security sources said.
Output: 


Output: killed, wounded, exploded, killed, attacks, said, said
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: It is the American and British forces (in Iraq) that judged him and, in this case, decided to execute him, and they bear the responsibility," Kadhafi said Friday. Although the condemned man himself has said he would go to the gallows as a potential "martyr", India, which enjoyed close ties with Iraq, too appealed for leniency for Saddam this week.
Output: 


Output: judged, decided, execute, bear, said, condemned, said, go, enjoyed, ties, appealed, leniency
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: Other than usage in business, Internet technology is also beginning to infiltrate the lifestyle domain. ``Smart homes'' have emerged bringing a wealth of information and entertainment to families over telecommunications lines.
Output: 


Output: beginning, infiltrate, emerged, bringing, usage
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: Newsstands were empty for five days when the written press went on strike on Thursday, Friday and Saturday before their two-day Christmas holiday. Television and newspaper journalists have resorted to industrial action several times to demand the renewal of a collective bargaining charter nearly two years after it expired in 2005.
Output: 


Output: were, went, strike, holiday, demand, renewal, expired, resorted
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: The region previously held referenda on independence in 1992 and 2001, but their results were not recognized by the international community. Georgian President Mikhail Saakashvili has vowed to bring South Ossetia and another breakaway region Abkhazia back under Tbilisi's control.
Output: 


Output: held, referenda, recognized, vowed, bring
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: The fifth round of six-party talks will open on Nov. 9 and is expected to last for three days as the first phase. Chinese foreign ministry spokesman Kong Quan said earlier that "holding the talks by phases in the new round could have a better result," as the chief negotiators of some parties might also attend the Asia-Pacific Economic Cooperation Summit slated for mid-November in Pusan, ROK.
Output: 


Output: round, open, last, expected, phase, said, holding, phases, round, have, attend, slated, talks
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: Last year several local journalists were investigated for revealing "national secrets in violation of Article 97 of the criminal code," after reporting possible mishandling of aircraft purchases by Vietnam Airlines.
Output: 


Output: year, investigated, revealing, reporting, mishandling, purchases, violation
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: He took Polly Peck, once a small fabric wholesaler, and used it at as a base to build a conglomerate that has been doubling its profits annually since 1980. In September, it announced plans to acquire the tropical-fruit business of RJR Nabisco Inc.'s Del Monte foods unit for #557 million ($878 million).
Output: 


Output: took, used, 1980, profits, announced, acquire, build
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: A security official said Hamas members tried to storm a southern Gaza training camp for the presidential guard, which Hamas has accused of targeting prime minister Ismail Haniya on Thursday by firing on his convoy. One of Haniya's bodyguards was killed and one of his sons injured in the crossfire on Thursday.
Output: 


Output: said, storm, accused, targeting, firing, killed, injured, crossfire
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: It is only their misinterpretation," the Press Trust of India news agency quoted him as saying. But board vice-president Shashank Manohar said that Dalmiya had been given a fair chance.
Output: 


Output: is, quoted, saying, said, given, chance
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: He held talks with Prime Minister Viktor Chernomyrdin and newly- appointed first deputy prime ministers Anatoly Chubais and Boris Nemtsov, whom President Boris Yeltsin brought into the cabinet to give new impetus to Russia's sluggish economic reforms. Camdessus said he was convinced that the new government had the necessary determination to tackle the main problems bedevilling Russia, especially inadequate tax collection, the delayed resumption of economic growth and corruption.
Output: 


Output: held, talks, appointed, brought, give, reforms, said, had, tackle, bedevilling, collection, resumption, growth, corruption, convinced
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: Australian pace spearhead Glenn McGrath was passed fit to play after concern over a heel injury, while left-arm spinner Monty Panesar was left out of an unchanged England eleven. McGrath had to convince his skipper Ponting that he would be able to complete a five-day match after needing painkillers to see out Australia's win at the Gabba.
Output: 


Output: passed, concern, injury, left, unchanged, convince, be, complete, match, needing, see
Definition: In this task, a passage will be given and the goal is to identify an event from the passage. An event is defined as a single word representing something that happened, is happening, or may happen. An event can be factual or hypothetical, positive or negative, certain or uncertain. While most events are based on verbs, an event can also be based on a noun (ex. storm, snow, rainfall) or a copula verb (is, was, been, etc.). The event must not be a pronoun or an adjective. For noun events with multiple words, use the last word in the phrase as event.

Positive Example 1 -
Input: Passage: I submitted the hit. The hit was approved, and then I was paid.
Output: approved

Positive Example 2 -
Input: Passage: He was caught in the snow storm.
Output: storm

Negative Example 1 -
Input: Passage: He is happy.
Output: happy

Negative Example 2 -
Input: Passage: He was caught in the elevator.
Output: elevator

Now complete the following example -
Input: Passage: In recent months a group of lenders, led by Bank of America, has extended Control Data up to $90 million in revolving loans through January, as well as $115 million in standby letters of credit. Loan covenants require that the company achieve specified levels of operating earnings and meet a rolling four-quarter profitability test.
Output: 


Output: led, by, extended, has, revolving, require, achieve, operating, meet, specified