核心概念
Emotion recognition and reasoning in code-mixed dialogues is a complex task that requires understanding triggers for emotional shifts.
要約
Task 10 of SemEval 2024 focuses on identifying emotions and understanding the reasons behind emotional shifts in code-mixed dialogues.
The task includes three subtasks: emotion recognition in code-mixed dialogues, emotion flip reasoning in code-mixed dialogues, and emotion flip reasoning in English dialogues.
84 participants engaged in the task, with the top systems achieving F1-scores of 0.70, 0.79, and 0.76 for the respective subtasks.
The paper summarizes the results and findings from 24 teams alongside their system descriptions.
Data Extraction:
"A total of 84 participants engaged in this task, with the most adept systems attaining F1-scores of 0.70, 0.79, and 0.76 for the respective subtasks."
"The leading team, TW-NLP, secured their position, while the second-ranking team opted for a rule-based approach, resulting in a weighted F1-score of 0.79."
"The leading team, TW-NLP, secured their position, while the second-ranking team opted for a rule-based approach, resulting in a weighted F1-score of 0.79."
Quotations:
"The dataset utilised in this shared task encompasses Hindi-English code-mixed instances for subtasks A and B, presenting the most formidable challenge of the competition."
"Emotions are fleeting and are typically influenced by the immediate circumstances in which the speaker finds themselves."
統計
"A total of 84 participants engaged in this task, with the most adept systems attaining F1-scores of 0.70, 0.79, and 0.76 for the respective subtasks."
"The leading team, TW-NLP, secured their position, while the second-ranking team opted for a rule-based approach, resulting in a weighted F1-score of 0.79."
"The dataset utilised in this shared task encompasses Hindi-English code-mixed instances for subtasks A and B, presenting the most formidable challenge of the competition."
引用
"The dataset utilised in this shared task encompasses Hindi-English code-mixed instances for subtasks A and B, presenting the most formidable challenge of the competition."
"Emotions are fleeting and are typically influenced by the immediate circumstances in which the speaker finds themselves."