😎 A curated list of the Question Answering (QA)
A curated list of the Question Answering (QA) subject which is a computer science discipline within the fields of information retrieval and natural language processing (NLP) toward using machine learning and deep learning
정보 검색 및 자연 언어 처리 분야의 질의응답에 관한 큐레이션 - 머신러닝과 딥러닝 단계까지
问答系统主题的精选列表,是信息检索和自然语言处理领域的计算机科学学科 - 使用机器学习和深度学习
Lanugage Analysis
Dataset | Language | Organizer | Since | Top Rank | Model | Status | Over Human Performance | |
---|---|---|---|---|---|---|---|---|
0 | Story Cloze Test | English | Univ. of Rochester | 2016 | msap | Logistic regression | Closed | x |
1 | MS MARCO | English | Microsoft | 2016 | YUANFUDAO research NLP | MARS | Closed | o |
2 | MS MARCO V2 | English | Microsoft | 2018 | NTT Media Intelli. Lab. | Masque Q&A Style | Opened | x |
3 | SQuAD | English | Univ. of Stanford | 2018 | XLNet (single model) | XLNet Team | Closed | o |
4 | SQuAD 2.0 | English | Univ. of Stanford | 2018 | PINGAN Omni-Sinitic | ALBERT + DAAF + Verifier (ensemble) | Opened | o |
5 | TriviaQA | English | Univ. of Washington | 2017 | Ming Yan | - | Closed | - |
6 | decaNLP | English | Salesforce Research | 2018 | Salesforce Research | MQAN | Closed | x |
7 | DuReader Ver1. | Chinese | Baidu | 2015 | Tryer | T-Reader (single) | Closed | x |
8 | DuReader Ver2. | Chinese | Baidu | 2017 | renaissance | AliReader | Opened | - |
9 | KorQuAD | Korean | LG CNS AI Research | 2018 | Clova AI LaRva Team | LaRva-Kor-Large+ + CLaF (single) | Closed | o |
10 | KorQuAD 2.0 | Korean | LG CNS AI Research | 2019 | Kangwon National University | KNU-baseline(single model) | Opened | x |
11 | CoQA | English | Univ. of Stanford | 2018 | Zhuiyi Technology | RoBERTa + AT + KD (ensemble) | Opened | o |
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