Model: LATEiimas/mpnet-base-v2-sentence-transformer-embedding-finetuned-hi
Author: LATEiimas
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, xlm-roberta, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:16964, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:sentence-transformers/paraphrase-multilingual-mpnet-base-v2, base_model:finetune:sentence-transformers/paraphrase-multilingual-mpnet-base-v2, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:16964, loss:TripletLoss
base_model: sentence-transformers/paraphrase-multilingual-mpnet-base-v2
widget: source_sentence: 
पe र



sentences: Individuals or entities that engage in unethical or illegal activities for personal gain, prioritizing profit or power over ethics. This includes corrupt politicians, business leaders, and officials., Entities causing harm through ignorance, lack of skill, or incompetence. This includes people committing foolish acts or making poor decisions due to lack of understanding or expertise. Their actions, often unintentional, result in significant negative consequences., Those involved in plots and secret plans, often working behind the scenes to undermine or deceive others. They engage in covert activities to achieve their goals., source_sentence: 
the entity has been involved in several incidents and Events that demonstrate its Role in conflict initiation the russian plane Was carrying ukrainian prisoner When it crashed highlighting the ongoing tension between russia and ukraine thi incident is part of larger Context Where russia has been Accused of provoking Violence and unrest through its actiom



anger

disgust

fear

sentences: People cast as victims due to circumstances beyond their control, specifically in two categories: (1) victims of physical harm, including natural disasters, acts of war, terrorism, mugging, physical assault, ... etc., and (2) victims of economic harm, such as sanctions, blockades, and boycotts. Their experiences evoke sympathy and calls for justice, focusing on either physical or economic suffering., Marginalized or overlooked groups who are often ignored by society and do not receive the attention or support they need. This includes refugees, who face systemic neglect and exclusion., Heroes or guardians who protect values or communities, ensuring safety and upholding justice. They often take on roles such as law enforcement officers, soldiers, or community leaders, source_sentence: 
herir is the refined Context related to the entity russian russian diplomat have been Accused of being directly responsible hostile activitie Against poland and its allie they werir ordered to leave the country by november and are considered persona non gratar in poland thi move follow allegatiom that Russia was involved in plots and secret plans to undermine poland security With intelligence Suggesting that they werir Behind recent suspicious activitie the diplomat actions have been seen provocation and their presence in poland is longer tolerated



anger

disgust

fear

sentences: Heroes or guardians who protect values or communities, ensuring safety and upholding justice. They often take on roles such as law enforcement officers, soldiers, or community leaders, Spies or double agents accused of espionage, gathering and transmitting sensitive information to a rival or enemy. They operate in secrecy and deception. This is mostly in politics, not in CC., Terrorists, mercenaries, insurgents, fanatics, or extremists engaging in violence and terror to further ideological ends, often targeting civilians. They are viewed as significant threats to peace and security. This is mostly in politics, not in CC., source_sentence: 
Immanuel Macron the president of france is involved in diplomatic effort to facilitate peace talks between ukraine and russia he has been scheduled to Meet With ukrainian president volodymyr zelenskyy after his Meeting With britain prime minister rishi sunak and nato jem Stoltenberg Where they discussed the potential Ceasefire and the lifting of western sanctiom on Russia thi indicate that Macron is Playing key role in mediating the conflict Which aligns with the definition of an individuals or groups initiating conflict he is involved in plots to initiate peace talks to end the ongoing War



anticipation

optimism

sentences: Individuals portrayed as virtuous, righteous, or noble, who are seen as fair, just, and upholding high moral standards. They are often role models and figures of integrity., Individuals portrayed as virtuous, righteous, or noble, who are seen as fair, just, and upholding high moral standards. They are often role models and figures of integrity., Martyrs or saviors who sacrifice their well-being, or even their lives, for a greater good or cause. These individuals are often celebrated for their selflessness and dedication. This is mostly in politics, not in CC., source_sentence: 
herir is the refined Context related to the entity russia after analyzing its actions and involvement in the Given Article rusia Violated international law by invading ukraine disregarding the principle of sovereignty and territorial integrity enshrined in the un charter thi aggression has led to prolonged conflict that cannot be resolved through negotiations or diplomacy Alone Russia actions have been characterized aggression Violence and exploitation by ukrainian president volodymyr zelensky Who has called global action to force russia to comply with the un charter thi context Aligns with the role definition of individuals or groups initiating conflict often seen the primaryr Cause of tension and discord



anger

disgust

sentences: Entities from other nations or regions creating geopolitical tension and acting against the interests of another country. They are often depicted as threats to national security. This is mostly in politics, not in CC., Entities who are considered unlikely to succeed due to their disadvantaged position but strive against greater forces and obstacles. Their stories often inspire others., : Individuals or groups initiating conflict, often seen as the primary cause of tension and discord. They may provoke violence or unrest.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
Likes: 0 | All-time downloads: 69
Created: 2025-02-09 22:28:01