【论文笔记】Knowledgeable Reader_ Enhancing Cloze-Style Reading Comprehension with External Commonsense Kg

时间 2021-01-02

标签论文笔记 NLP Kn-Reader ASReader 繁體版

原文原文链接

Abstract和介绍论文特点：引入了external commonsense knowledge, encode as key-value memory，并把知识和context representation(document-to-question)来answer；数据集是Common Nouns dataset；CBT(common and named entities) 知识来源：

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1. 【论文笔记】Enhancing Pre-Trained Language Representations with Rich Knowledge for MRC
2. Cosmos QA：Machine reading comprehension with contextual commonsense reasoning
3. 【论文笔记】Improving Machine Reading Comprehension with General Reading Strategies（2019，NAACL）
4. 论文笔记--Multi-Style Generative Reading Comprehension (Masque)
5. Read + Verify: Machine Reading Comprehension with Unanswerable Questions 论文阅读笔记
6. 论文笔记--Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification (V-Net)
7. 【论文笔记】QANET：Combining Local Convolution With Global Self-attention for Reading Comprehension
8. 【论文笔记】Read + Verify: Machine Reading Comprehension with Unanswerable Questions
9. 【论文翻译+笔记】Neural Machine Reading Comprehension: Methods and Trends
10. 【EMNLP2019】Event Representation Learning Enhanced with External Commonsense Knowledge

>>更多相关文章<<