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: Earlier on Thursday evening, a senior female security officer was killed in the town of Beit Hanoun in northern Gaza Strip by Israeli soldiers' gunfire, said Palestinian security sources. Mes'eda Hweihi, 40, an officer in the secret intelligence and also a Fatah movement activist, was shot dead as she was trying to help militants who were surrounded by Israeli soldiers into one of the mosques in the town.
Output: 


Output: killed, gunfire, said, shot, trying, help, surrounded
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: "Evolution is nothing more than a philosophy," Rusty Carter tells an audience of about 25 children from a private Christian school on his guided tour at the museum. Carter, who has a degree in biblical studies from Colorado Christian University and earns his living doing floor maintenance, cheerily challenges evolution as he leads students from one exhibit to another.
Output: 


Output: is, tells, tour, has, earns, doing, challenges, leads
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 first decision sent oil prices immediately higher; the second portends further expansion, with the admission of another African producer, Sudan, possible in March. Despite protestations from the Saudi Arabian Oil Minister Ali al-Nuaimi that the cartel was not targeting prices, analysts were united in their opinion that OPEC members had lined up to defend 60 dollars per barrel.
Output: 


Output: decision, sent, higher, portends, expansion, admission, protestations, targeting, united, opinion, lined, defend
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: But Lankov argued that they should be seen as the "advance guard" of the inevitable eventual reunification of the peninsula after the North's system collapsed. "The experience of living with them will be very helpful when living with not 10,000 but 24 million."
Output: 


Output: argued, seen, reunification, collapsed, be
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 it's place, around 1,200 fans marched in protest at the killing of a fan by an off-duty police officer the previous month after a UEFA Cup tie. The fan was among a mob attacking a French-Israeli fan and chanting antisemitist and racist slogans.
Output: 


Output: marched, killing, tie, mob, attacking, chanting, was
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: Over 1,700 peoples have been killed in a new wave flared there since January 2004.
Output: 


Output: killed, wave, flared
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 bank intended to keep the Libor rate in the middle of the range at about one percent "for the time being". "If the Swiss franc were to appreciate rapidly, the National Bank would react appropriately," it added.
Output: 


Output: intended, keep, at, appreciate, react, added
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 highly praised the four suggestions that Li put forward on advancing exchanges between the two political parties. Mangula said the Revolutionary Party attaches great importance to exchanges and cooperation with the CPC.
Output: 


Output: praised, put, advancing, exchanges, said, attaches, exchanges, 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: The unrest blew into a full-scale armed uprising in the south, with the port town of Vlore at its hub. Prodi told reporters: "Italy has an important mission to reconstruct Albania."
Output: 


Output: unrest, blew, uprising, told, has, reconstruct
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: China will as always work with Tanzania to continuously consolidate and expand their time-tested friendship, he added. On the relations between the CPC and the Revolutionary Party of Tanzania, Li said both parties are ruling parties in their own countries.
Output: 


Output: work, consolidate, expand, time-tested, added, said, ruling
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 is the most favored candidate in both of the events at Asiad if not for the sudden exit. Shaheen set the Asian record of 7:56.63 in the 5000m and also won the 3000m title at the Asian Indoor Athletics Championships in Pattaya City of Thailand.
Output: 


Output: is, set, Championships, events, exit, 5000m, 3000m
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: Airbus chief executive Louis Gallois, who is also co-chief executive of parent company EADS, told a press conference that "no decision has been taken or is imminent" concerning a contribution by partner countries to the A350 programme. Gallois said: "We do not have an imminent need for finance."
Output: 


Output: is, told, conference, taken, is, have, contribution, decision, 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: Some 29,500 troops are stationed in the country, a legacy of the Korean War. The number is set to drop to 25,000 by 2008.
Output: 


Output: stationed, War, set, drop
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 supporting projects launched by the foundation cover many fields, like culture, education, medical care and ecological protection. The Brightness Project, for instance, has helped 20,000 cataract sufferers regain eyesight since it was launched in 1993.
Output: 


Output: launched, cover, Project, helped, regain, launched
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 Washington, Pentagon spokesman Pete Williams said Iraq has continued to increase its armed forces in Kuwait and they now number about 160,000. Saddam has been under international quarantine since his Aug. 2 power-grab, or what he calls an ``eternal merger'' with Kuwait.
Output: 


Output: said, continued, increase, number, been, quarantine, calls, merger, power-grab
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: Lending for initial public offers for manufacturing and infrastructure companies and stock options for employees would not be covered under the measures. Guarantees given by merchant banks for profits of companies seeking to list on the local bourse -- part of the securities commission's requirements -- are also exempted from the credit curbs.
Output: 


Output: Lending, offers, covered, measures, Guarantees, given, seeking, list, exempted, curbs
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 flight to Salahuddin, in Kurdish-controlled northern Iraq, also violates a northern exclusion zone set up shortly after the 1991 Gulf War to protect Iraqi Kurds from air attack by Baghdad. "Prayers were held in Arar and official celebrations were staged in the provinces attended by political officials," INA said.
Output: 


Output: flight, violates, set, War, attack, Prayers, held, celebrations, staged, attended, 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: A major firefight broke out early Monday after nearly 200 militants crossed the border from Pakistan and attacked a border checkpost in the eastern Afghan province of Khost, police said. Five Taliban fighters and an Afghan militia soldier died in the hour-long exchange of fire, provincial police official Gul Dad said, adding that four Afghan nationals were arrested.
Output: 


Output: firefight, broke, crossed, attacked, said, died, exchange, said, adding, arrested