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--- |
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language: |
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- en |
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license: mit |
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size_categories: |
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- 1K<n<10K |
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task_categories: |
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- text-classification |
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pretty_name: Emotions/Triggers in multi-speaker dialogues |
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dataset_info: |
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features: |
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- name: speakers_utterances |
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sequence: string |
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- name: emotions |
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sequence: int64 |
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- name: triggers |
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sequence: float64 |
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splits: |
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- name: train |
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num_bytes: 1956813 |
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num_examples: 3187 |
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- name: test |
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num_bytes: 270767 |
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num_examples: 419 |
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- name: eval |
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num_bytes: 239586 |
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num_examples: 394 |
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download_size: 644361 |
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dataset_size: 2467166 |
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configs: |
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- config_name: default |
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data_files: |
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- split: train |
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path: data/train-* |
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- split: test |
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path: data/test-* |
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- split: eval |
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path: data/eval-* |
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tags: |
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- emotion_classification |
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- trigger_detection |
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--- |
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# Conversation Emotion and Trigger Dataset |
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The Conversation Emotion and Trigger Dataset is a collection of conversational exchanges annotated with emotions and triggers. Each instance in the dataset consists of utterances, speaker utterances, corresponding emotions, and triggers. |
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## Columns |
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* Utterances (List of Strings): This column contains the textual content of each utterance within the conversation. |
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* Speaker Utterances (List of Strings): This column contains the speaker's name followed by the corresponding utterance. |
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* Emotions (List of Integers): Each integer in this column represents the emotion associated with the corresponding utterance. Emotions are encoded as follows: |
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- 0: Neutral |
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- 1: Surprise |
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- 2: Fear |
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- 3: Sadness |
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- 4: Joy |
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- 5: Disgust |
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- 6: Anger |
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* Triggers (List of Integers): This column indicates whether the corresponding utterance triggers a modification in emotion. A value of 1 denotes a trigger, while 0 denotes no trigger. |
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### Example Instance |
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#### Utterances |
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```py |
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[ |
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"Hey.", |
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"Hey!", |
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"So how was Joan?", |
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"I broke up with her.", |
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"Don't tell me, because of the big nostril thing?", |
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"They were huge. When she sneezed, bats flew out of them.", |
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"Come on, they were not that huge.", |
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"I'm tellin' you, she leaned back; I could see her brain.", |
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"How many perfectly fine women are you gonna reject over the most superficial insignificant things?" |
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] |
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``` |
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#### Speaker Utterances |
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```py |
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[ |
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"Chandler: Hey.", |
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"All: Hey!", |
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"Monica: So how was Joan?", |
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"Chandler: I broke up with her.", |
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"Ross: Don't tell me, because of the big nostril thing?", |
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"Chandler: They were huge. When she sneezed, bats flew out of them.", |
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"Rachel: Come on, they were not that huge.", |
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"Chandler: I'm tellin' you, she leaned back; I could see her brain.", |
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"Monica: How many perfectly fine women are you gonna reject over the most superficial insignificant things?" |
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] |
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``` |
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#### Emotions |
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```py |
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[0, 4, 0, 0, 1, 5, 0, 5, 1] |
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``` |
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#### Triggers |
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```py |
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[0, 0, 0, 0, 0, 0, 0, 1, 0] |
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``` |