A list of recent papers regarding knowledge-based machine reading comprehension.
Contributed by Luxi Xing and Yuqiang Xie, National Engineering Laboratory for Information Security Technologies, Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China.
| Confere. | Title | Authors/Org. | Note |
|---|---|---|---|
| ACL,2018 | Neural Natural Language Inference Models Enhanced with External Knowledge | Qian Chen | link |
| Confere. | Title | Authors/Org. | Note |
|---|---|---|---|
| ACL,2017 | Leveraging knowledge bases in lstms for improving machine reading | Yang, et al. CMU |
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| ACL,2017 | World knowledge for reading comprehension: Rare entity prediction with hierarchical lstms using external descriptions | Long, et al. McGill University |
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| ACL,2018 | Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge | Mihaylov, et al. Heidelberg University |
| Confere. | Title | Authors/Org. | Note |
|---|---|---|---|
| ACL,2017 | Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings | He, et al. Stanford |
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| IJCAI18 | Commonsense Knowledge Aware Conversation Generation with Graph Attention | Zhou, et al. THU |
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| AAAI,2018 | A Knowledge-Grounded Neural Conversation Model | Ghazvininejad, et al. Microsoft Research |
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| AAAI,2018 | Flexible End-to-End Dialogue System for Knowledge Grounded Conversation | Zhu, et al. HKUST |
| Confere. | Title | Authors/Org. | Note |
|---|---|---|---|
| ICLR,2017 | A Neural Knowledge Language Model | Ahn.et al. Université de Montréal |
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| ACL,2017 | Improved Word Representation Learning with Sememes | Niu, et al. THU |
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| ACL,2018 | Cross-lingual Lexical Sememe Prediction | Qi, et al. THU |
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| AAAI,2018 | Improving Neural Fine-Grained Entity Typing with Knowledge Attention | Xin, et al. THU |
- KMRC area.
- Relevant research area.
- Heuristic.
- Review.
- KMRC: Knowledge-based Machine Reading Comprehension;
- KDS: Knowledge-based Dialogue System;
- KIR: Knowledge-based Information Retrieval;
- SC: Sememe Computation;
- NKLM: Neural Knowledge Language Model.