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: Daiwa Securities Co. Ltd. and Nikko Securities Co. Ltd., two of Japan's Big Four stockbrokers, announced Friday net losses for the year to March, joining market leader Nomura Securities Co. Ltd. which disclosed its own net loss of 243 billion yen (two billion dollars) on Thursday. Daiwa, the country's second-largest broker, said it suffered a net parent company loss of 84.0 billion yen, reversing a net profit of 43.7 billion yen a year earlier.
Output: 


Output: announced, losses, joining, disclosed, loss, said, suffered, loss, reversing, profit
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: Nhek Bunchhay said he now believed Howes had been killed within a week of his capture by a Khmer Rouge faction loyal to Pol Pot, then the guerrilla group's leader. Pol Pot is considered responsible for the radical policies that led to the deaths of as many as 1.7 million Cambodians when the communist group held power in the late 1970s.
Output: 


Output: said, believed, killed, capture, is, led, deaths, held, considered
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: Chelsea striker Didier Drogba admitted he has a soft spot for the League Cup after dumping Newcastle out of the competition in the quarter-finals. Drogba scored with a superb free-kick just 11 minutes from full-time at St James' Park on Wednesday to seal a 1-0 win that kept Chelsea's bid to win all four major trophies on course.
Output: 


Output: admitted, has, dumping, competition, quarter-finals, scored, free-kick, minutes, full-time, seal, Wednesday, win, bid, win
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: "There are a lot more downward revisions of earnings forecasts than upward revisions," said Abby Joseph Cohen, a market strategist at Drexel Burnham Lambert. "People are questioning corporate profits as a pillar of support for the equity market."
Output: 


Output: revisions, forecasts, revisions, said, questioning, support, are
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 latest survey published by the Yediot Aharonot daily found that Kadima is on course to win 41 of the 120 Knesset seats in the March 28 election, 20 more than its nearest rival, the centre-left Labour party. Likud, which won 38 seats at the last election, is set to see its representation tumble to just 11, one ahead of the ultra-Orthodox Shas party, the survey found.
Output: 


Output: published, found, is, win, won, is, see, tumble, found
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 Philippine government announced the suspension of classes in all levels Thursday in Metro Manila and nearby provinces of Rizal, Cavite and Laguna, due to the threat of typhoon Durian, local media reported on Wednesday. The suspension was issued as the typhoon is expected to bring rains and strong winds to Luzon, according to a report by ANC TV.
Output: 


Output: announced, suspension, threat, Durian, reported, suspension, issued, typhoon, expected, bring, rains, winds, report
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: Deve Gowda has been asked by the president to continue as caretaker prime minister until further notice. The speaker of the Indian lower house of parliament has warned the country would be plunged into a financial crisis if the budget was not passed before the deadline of May 14.
Output: 


Output: asked, notice, warned, plunged, crisis, passed, deadline, continue
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 US Congress is expected to ratify the nomination of the first US ambassador to Hanoi, Douglas Peterson later this week. Rubin added that he had raised impediments faced by American businesses in Vietnam.
Output: 


Output: ratify, nomination, added, raised, faced
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: "Drugs are not only a threat to public security, but also to society as a whole," Tao said, pointing out that between 60 and 70 percent of HIV carriers in China had contracted the virus from sharing needles. Meanwhile, a report carried by the Xinhua news agency on Thursday demonstrated the pandemic nature of China's drug problem, which only five years ago was almost exclusively restricted to the southwestern province of Yunnan, bordering the heroin-producing Golden Triangle region.
Output: 


Output: said, pointing, contracted, carried, demonstrated, problem, restricted, threat
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: Passenger traffic jumped 14% in the quarter, while profit per passenger grew 2%. Delta has benefited more than other carriers from the weakness of Eastern Airlines, which shares the Atlanta hub.
Output: 


Output: jumped, grew, benefited, shares
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: "As Iraqis step up, the coalition forces can step back and ultimately, come home. That's what the president said from the very beginning."
Output: 


Output: step, step, come, said, beginning
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: Sheikh Omar, described as the "judicial chief in the Shura (consultative) council" of the mujahedeen, left Saudi Arabia 10 years ago to fight in Chechnya, it said. The native of Qassim province, north of Riyadh, had issued numerous fatwas (religious edicts) calling for jihad (holy war) and is the author of several video and audio messages including on the war in Iraq.
Output: 


Output: described, left, fight, said, issued, calling, is, including, war
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 was the seventh time that western countries had presented a motion on China's human rights record to the UN Human Rights Commission. This year, however, they were sharply divided on the issue.
Output: 


Output: was, time, presented, motion, record, year, were, divided, issue
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 anti-Semitism claims -- made by Livingstone during a February 22 response to the controversy -- refer to a leaving party thrown for an outgoing Daily Mail editor in which some guests were reportedly dressed as Nazis. He also referred to the Daily Mail's support for facism and its opposition to allowing Jews fleeing European pogroms to come to Britain in the 1930s.
Output: 


Output: claims, made, response, controversy, refer, party, referred, support, opposition, allowing, fleeing, pogroms, come
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: Niyazov in his turn pledged to treat Russia as a preferential partner, even while raising gas prices up to 100 dollars per 1,000 cubic meters, Kommersant recalled. However, now the price was likely to stay the same, while "political pledges to stay loyal to Russia and not to participate in various other pipeline projects and transit to the EU are gone with Turkmenbashi," the daily warned.
Output: 


Output: pledged, treat, raising, recalled, participate, warned, was, stay, stay
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: Liu Yandong, vice chairperson of the National Committee of the Chinese People's Political Consultative Conference (CPPCC), called Sun an "outstanding patriot" and a "revolutionary intellectual who walked from the old society into New China." In her speech, Liu, who is also director of the United Front Department of the CPC Central Committee, praised Sun's contribution to the undertakings of the United Front and multiparty cooperation under CPC's leadership.
Output: 


Output: called, walked, speech, is, praised, contribution, undertakings, cooperation
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: Hong Kong gold prices opened higher Tuesday at 629.00-629.50 US dollars an ounce, up from Monday's close of 628.40-628.90 dollars.
Output: 


Output: opened, up, close