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: At least one of the sensitive sites was a barracks of the elite Republican Guard, a well-placed source told The Associated Press. Previously the Iraqis have resisted attempts to inspect such quarters.
Output: 


Output: told, resisted, inspect
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: She also said the bombings would not prevent the United States from building "a strong new relationship with a new Africa." Egyptian Ambassador Ahmed Maher el-Sayed, on behalf of the African envoys, condemned the "cowardly, criminal and tragic" bombings.
Output: 


Output: said, bombings, prevent, building, condemned, bombings
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 summit was sponsored by the Private Economic Studies Center under the Chinese Academy of Social Sciences, Zhejiang Provincial Administration for Industry and Commerce, and Zhejiang Private (Non-Governmental) Enterprises' Association. A key sector in the province's economy, private enterprises hold 90 percent of jobs and 70 percent of the gross domestic product in Zhejiang.
Output: 


Output: sponsored, hold, summit
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: Confidence in Hong Kong's future depends on its new status as a Special Administrative Region (SAR) of China not leading to an erosion of the rule of law or key rights such as free speech, the right to assembly and form political parties and data protection, the commission report noted. Primary responsibility for ensuing that the SAR lives up to its tasks lies with the Hong Kong government and Chinese authorities, but the EU also had a role to play in monitoring events.
Output: 


Output: Confidence, depends, status, leading, erosion, rule, speech, assembly, form, protection, noted, ensuing, up, tasks, lies, play, monitoring, events
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 Cyprus exit from the euro union, if it comes to that, would have a devastating effect on the country's citizens, who are among the most indebted in the euro zone. And for European unity and diplomacy, the Cyprus debacle has already been at least a short-term disaster.
Output: 


Output: exit, comes, effect, are, has, been, disaster
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 respected figure and twice a member of the Chinese People's Political Consultative Congress, Cai has used his scientific achievements to reach practical results for wetland conservation, defending the idea that "wetlands are closely linked to human survival and development." Cai also stressed the importance of wetlands for sustainable economic development and human well-being, especially in their function as the "kidneys of nature."
Output: 


Output: used, achievements, reach, conservation, defending, survival, development, stressed, development
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: Ironically, NATO's three newest members just a decade ago were still under the Soviet umbrella. Czech Foreign Minister Jan Kavan said he was in nearby Kansas City working with the anti-Soviet undergound in 1968 when Russian troops swept through Praque in the occupation of Czechoslovakia.
Output: 


Output: were, said, was, working, swept, occupation, umbrella
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: FBI officials said they were not certain whether Stauber or Gingrich had been involved in antiabortion activities. The two men are believed to live in the Cleveland area.
Output: 


Output: said, certain, involved, were, believed, live
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: Moreover, the company said higher sales and shipments to service centers from its Armco Steel Co. joint venture failed to offset weakness in the automotive market, higher production costs and a poorer product mix. Armco shares closed unchanged at $10.625 in composite trading on the New York Stock Exchange.
Output: 


Output: said, sales, shipments, failed, offset, production, closed, unchanged, trading
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 for the serious drought problem complained by villagers, Wen called on governments at various levels to build an irrigation system and improve water conservancy facilities in a bid to upgrade drought-fighting ability. Guangxi, with a population of over 46 million, is home to more than 15 million Zhuang minority people.
Output: 


Output: drought, complained, called, build, improve, bid, upgrade, home
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: John Yates, the Metropolitan Police officer leading the investigation into allegations of "cash for honours", said last month that detectives had conducted 90 interviews. Of these, 35 were linked to the governing Labour Party, 29 to the main opposition Conservatives and four to the Liberal Democrats, Britain's third biggest party.
Output: 


Output: leading, investigation, allegations, said, conducted, had, interviews, were, linked, governing
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: British High Commissioner Anwar Choudhury said the resignations would create uncertainty in the present political situation ahead of next month's general election, according to the private UNB news agency. "The resignation is unexpected.
Output: 


Output: said, resignations, create, situation, election, resignation
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 transaction has been approved by Kyle's board, but requires the approval of the company's shareholders. Kyle manufactures electronic components.
Output: 


Output: transaction, approved, requires, approval, manufactures
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: "They have arrived, that is all," Neritan Sejamini told reporters without revealing any other details. Albania admitted on Saturday that it would take from the U.S. three detainees released from the controversial base which has been used to hold terror suspects.
Output: 


Output: arrived, told, admitted, take, released, hold, used
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: Then the Baghdad government stopped providing Ritter's team with escorts, making it impossible for him to enter any site. Iraq alleged Ritter was an American spy whose team had a disproportionately high number of Americans and Britons.
Output: 


Output: stopped, providing, enter, alleged
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 told the reporters that his delegation has involved representatives from all Sudanese political parties of the national unity government in addition to the participation of the Darfur people through preparatory conferences which they had held on the issue. He said he was optimistic on the next peace talks despite difficulties which might be brought up by differences inside a main faction of the Darfur rebels, referring to conflicts between two leaders of the Sudan Liberation Movement (SLM).
Output: 


Output: told, involved, participation, conferences, held, said, talks, brought, referring, conflicts
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: Mahathir retired as the Malaysian prime minister in October, 2003 after 22 years at the helm and was replaced by Abdullah Ahmad Badawi. Since retirement, he has spent most of his time traveling and delivering speeches.
Output: 


Output: retired, October, years, helm, replaced, was, retirement, spent, time, traveling, delivering, speeches, 2003
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 moment was "even more meaningful than an apology" for the remarks made in September in Regensburg, Germany, said the mufti of Istanbul, Mustafa Cagrici, who was the pope's guide during the mosque visit. "It is a great gesture of peace," commented Dalil Boubakeur, a moderate French Muslim leader and rector of the Paris Mosque.
Output: 


Output: moment, remarks, said, was, visit, gesture, commented