|  | --- | 
					
						
						|  | language: ko | 
					
						
						|  | --- | 
					
						
						|  |  | 
					
						
						|  | # Pretrained BART in Korean | 
					
						
						|  |  | 
					
						
						|  | This is pretrained BART model with multiple Korean Datasets. | 
					
						
						|  |  | 
					
						
						|  | I used multiple datasets for generalizing the model for both colloquial and written texts. | 
					
						
						|  |  | 
					
						
						|  | The training is supported by [TPU Research Cloud](https://sites.research.google/trc/) program. | 
					
						
						|  |  | 
					
						
						|  | The script which is used to pre-train model is [here](https://github.com/cosmoquester/transformers-bart-pretrain). | 
					
						
						|  |  | 
					
						
						|  | When you use the reference API, you must wrap the sentence with `[BOS]` and `[EOS]` like below example. | 
					
						
						|  |  | 
					
						
						|  | ``` | 
					
						
						|  | [BOS] 안녕하세요? 반가워요~~ [EOS] | 
					
						
						|  | ``` | 
					
						
						|  |  | 
					
						
						|  | You can also test mask filling performance using `[MASK]` token like this. | 
					
						
						|  | ``` | 
					
						
						|  | [BOS] [MASK] 먹었어? [EOS] | 
					
						
						|  | ``` | 
					
						
						|  |  | 
					
						
						|  | ## Used Datasets | 
					
						
						|  |  | 
					
						
						|  | ### [모두의 말뭉치](https://corpus.korean.go.kr/) | 
					
						
						|  | - 일상 대화 말뭉치 2020 | 
					
						
						|  | - 구어 말뭉치 | 
					
						
						|  | - 문어 말뭉치 | 
					
						
						|  | - 신문 말뭉치 | 
					
						
						|  |  | 
					
						
						|  | ### AIhub | 
					
						
						|  | - [개방데이터 전문분야말뭉치](https://aihub.or.kr/aidata/30717) | 
					
						
						|  | - [개방데이터 한국어대화요약](https://aihub.or.kr/aidata/30714) | 
					
						
						|  | - [개방데이터 감성 대화 말뭉치](https://aihub.or.kr/aidata/7978) | 
					
						
						|  | - [개방데이터 한국어 음성](https://aihub.or.kr/aidata/105) | 
					
						
						|  | - [개방데이터 한국어 SNS](https://aihub.or.kr/aidata/30718) | 
					
						
						|  |  | 
					
						
						|  | ### [세종 말뭉치](https://ithub.korean.go.kr/) | 
					
						
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