to-be commited on
Commit
a587d93
·
1 Parent(s): d234783

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +45 -63
README.md CHANGED
@@ -1,5 +1,14 @@
1
  ---
2
  license: openrail
 
 
 
 
 
 
 
 
 
3
  ---
4
 
5
  # Dataset Card for Dataset Name
@@ -79,23 +88,18 @@ So it sounds like--
79
 
80
  ```
81
 
82
- - **Curated by:** [More Information Needed]
83
- - **Funded by [optional]:** [More Information Needed]
84
- - **Shared by [optional]:** [More Information Needed]
85
- - **Language(s) (NLP):** [More Information Needed]
86
- - **License:** [More Information Needed]
87
 
88
- ### Dataset Sources [optional]
89
 
90
  <!-- Provide the basic links for the dataset. -->
91
 
92
  - **Repository:** [https://github.com/uccollab/AnnoMI]
93
  - **Paper [optional]:** [https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9746035]
94
- - **Demo [optional]:** [More Information Needed]
95
 
96
  ## Uses
97
 
98
  <!-- Address questions around how the dataset is intended to be used. -->
 
99
 
100
  ### Direct Use
101
 
@@ -112,8 +116,38 @@ So it sounds like--
112
  ## Dataset Structure
113
 
114
  <!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
 
 
 
 
 
 
 
115
 
116
-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
117
 
118
  ## Dataset Creation
119
 
@@ -121,45 +155,15 @@ So it sounds like--
121
 
122
  <!-- Motivation for the creation of this dataset. -->
123
 
124
- [More Information Needed]
125
-
126
- ### Source Data
127
-
128
- <!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
129
-
130
- #### Data Collection and Processing
131
-
132
- <!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. -->
133
-
134
- [More Information Needed]
135
-
136
- #### Who are the source data producers?
137
-
138
- <!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. -->
139
-
140
- [More Information Needed]
141
-
142
- ### Annotations [optional]
143
-
144
- <!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. -->
145
-
146
- #### Annotation process
147
-
148
- <!-- This section describes the annotation process such as annotation tools used in the process, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. -->
149
-
150
- [More Information Needed]
151
 
152
- #### Who are the annotators?
153
 
154
- <!-- This section describes the people or systems who created the annotations. -->
155
-
156
- [More Information Needed]
157
 
158
  #### Personal and Sensitive Information
159
 
160
  <!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. -->
161
 
162
- [More Information Needed]
163
 
164
  ## Bias, Risks, and Limitations
165
 
@@ -188,28 +192,6 @@ Users should be made aware of the risks, biases and limitations of the dataset.
188
  doi={10.1109/ICASSP43922.2022.9746035}}
189
  }
190
 
191
- **BibTeX:**
192
-
193
- [More Information Needed]
194
-
195
- **APA:**
196
-
197
- [More Information Needed]
198
-
199
- ## Glossary [optional]
200
-
201
- <!-- If relevant, include terms and calculations in this section that can help readers understand the dataset or dataset card. -->
202
-
203
- [More Information Needed]
204
-
205
- ## More Information [optional]
206
-
207
- [More Information Needed]
208
-
209
- ## Dataset Card Authors [optional]
210
-
211
- [More Information Needed]
212
-
213
  ## Dataset Card Contact
214
 
215
- [More Information Needed]
 
1
  ---
2
  license: openrail
3
+ task_categories:
4
+ - conversational
5
+ language:
6
+ - en
7
+ tags:
8
+ - medical
9
+ pretty_name: annomi
10
+ size_categories:
11
+ - n<1K
12
  ---
13
 
14
  # Dataset Card for Dataset Name
 
88
 
89
  ```
90
 
 
 
 
 
 
91
 
92
+ ### Dataset Sources
93
 
94
  <!-- Provide the basic links for the dataset. -->
95
 
96
  - **Repository:** [https://github.com/uccollab/AnnoMI]
97
  - **Paper [optional]:** [https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9746035]
 
98
 
99
  ## Uses
100
 
101
  <!-- Address questions around how the dataset is intended to be used. -->
102
+ Training on longer conversations and medical advice.
103
 
104
  ### Direct Use
105
 
 
116
  ## Dataset Structure
117
 
118
  <!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
119
+ Sharegpt format to allow for long conversations back and forth.
120
+ therapist is gpt
121
+ client is human
122
+ id is a concatenation of:
123
+ - transcript_id: the unique numerical identifier of the conversation/transcript where this utterance belongs. Note that this identifier is NOT used for ordering, and it is only to distinguish between different conversations in the dataset.
124
+ - video_url: the URL of the original video of the conversation/transcript where this utterance belongs.
125
+ - topic: the topic(s) of the conversation/transcript where this utterance belongs.
126
 
127
+ ```
128
+ [
129
+ {
130
+ "id": "40_https://www.youtube.com/watch?v=wcu8oqHIsbc_reducing drug use",
131
+ "conversations": [
132
+ {
133
+ "from": "human",
134
+ "value": "Pretty good. It's been three months now"
135
+ },
136
+ {
137
+ "from": "gpt",
138
+ "value": "Nice."
139
+ },
140
+ {
141
+ "from": "human",
142
+ "value": "Right. It's been three months, and I've been doing pretty well."
143
+ },
144
+ {
145
+ "from": "gpt",
146
+ "value": "So-so, uh, have-- last time we talked, you know, you were kind of cutting the-the ex-boyfriend out. This is because he was your dealer, so--"
147
+ },
148
+ ...
149
+ ]
150
+ ```
151
 
152
  ## Dataset Creation
153
 
 
155
 
156
  <!-- Motivation for the creation of this dataset. -->
157
 
158
+ Despite the remarkable growth of research in recent years on the analysis of counselling conversations through natural language processing methods, the potential of this field has been greatly limited by the lack of access to publicly available therapy dialogues, especially those with expert annotations.
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
159
 
 
160
 
 
 
 
161
 
162
  #### Personal and Sensitive Information
163
 
164
  <!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. -->
165
 
166
+ It is anonymized.
167
 
168
  ## Bias, Risks, and Limitations
169
 
 
192
  doi={10.1109/ICASSP43922.2022.9746035}}
193
  }
194
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
195
  ## Dataset Card Contact
196
 
197
+ Toon Beerten ([email protected])