File size: 2,770 Bytes
d558080 b3f655b f44dacb b3f655b f44dacb d558080 50b41e8 65ab94f 737d12e 65ab94f 737d12e 65ab94f d558080 7e3eb56 d558080 7e3eb56 d558080 7e3eb56 65ab94f d558080 5c9dd8e f44dacb e41238c |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 |
---
language:
- en
license: mit
size_categories:
- 1K<n<10K
task_categories:
- text-classification
pretty_name: Emotions/Triggers in multi-speaker dialogues
dataset_info:
features:
- name: speakers_utterances
sequence: string
- name: emotions
sequence: int64
- name: triggers
sequence: float64
splits:
- name: train
num_bytes: 1956813
num_examples: 3187
- name: test
num_bytes: 270767
num_examples: 419
- name: eval
num_bytes: 239586
num_examples: 394
download_size: 644361
dataset_size: 2467166
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
- split: eval
path: data/eval-*
tags:
- emotion_classification
- trigger_detection
---
# Conversation Emotion and Trigger Dataset
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.
## Columns
* Utterances (List of Strings): This column contains the textual content of each utterance within the conversation.
* Speaker Utterances (List of Strings): This column contains the speaker's name followed by the corresponding utterance.
* Emotions (List of Integers): Each integer in this column represents the emotion associated with the corresponding utterance. Emotions are encoded as follows:
- 0: Neutral
- 1: Surprise
- 2: Fear
- 3: Sadness
- 4: Joy
- 5: Disgust
- 6: Anger
* 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.
### Example Instance
#### Utterances
```py
[
"Hey.",
"Hey!",
"So how was Joan?",
"I broke up with her.",
"Don't tell me, because of the big nostril thing?",
"They were huge. When she sneezed, bats flew out of them.",
"Come on, they were not that huge.",
"I'm tellin' you, she leaned back; I could see her brain.",
"How many perfectly fine women are you gonna reject over the most superficial insignificant things?"
]
```
#### Speaker Utterances
```py
[
"Chandler: Hey.",
"All: Hey!",
"Monica: So how was Joan?",
"Chandler: I broke up with her.",
"Ross: Don't tell me, because of the big nostril thing?",
"Chandler: They were huge. When she sneezed, bats flew out of them.",
"Rachel: Come on, they were not that huge.",
"Chandler: I'm tellin' you, she leaned back; I could see her brain.",
"Monica: How many perfectly fine women are you gonna reject over the most superficial insignificant things?"
]
```
#### Emotions
```py
[0, 4, 0, 0, 1, 5, 0, 5, 1]
```
#### Triggers
```py
[0, 0, 0, 0, 0, 0, 0, 1, 0]
``` |