Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-kgqa
A collection of some materials of knowledge graph question answering
https://github.com/BshoterJ/awesome-kgqa
Last synced: 5 days ago
JSON representation
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Papers
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Methods based on text matching
- Neural Network-based Question Answering over Knowledge Graphs on Word and Character Level
- More Accurate Question Answering on Freebase - freiburg/aqqu)
- Question Answering over Knowledge Base using Factual Memory Networks
- Simple Question Answering by Attentive Convolutional Neural Network
- **Improved Neural Relation Detection for Knowledge Base Question Answering**
- **An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge**
- No Need to Pay Attention: Simple Recurrent Neural Networks Work!for Answering “Simple” Questions
- TEQUILA: Temporal Question Answering over Knowledge Bases
- EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs
- - ar-smcnn)
- **Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases**
- Lattice CNNs for Matching Based Chinese Question Answering - pku/LCN-for-Chinese-QA)
- **Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering**
- Simple Question Answering with Subgraph Ranking and Joint-Scoring
- UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering
- **Improved Neural Relation Detection for Knowledge Base Question Answering**
- EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs
- **Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases**
- Lattice CNNs for Matching Based Chinese Question Answering - pku/LCN-for-Chinese-QA)
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Others
- Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering
- Knowledge Graph Embedding Based Question Answering
- FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase
- Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking - Typing)
- **Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader** - Aware-Reader)
- Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering
- **Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader** - Aware-Reader)
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Survey of KGQA
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Methods based on semanic parsing
- **Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base**
- A State-transition Framework to Answer Complex Questions over Knowledge Base
- Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering - graph-neural-networks-question-answering)
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Methods based on seq2seq
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Application of KGQA
- Dialog-to-Action: Conversational Question Answering Over a Large-Scale Knowledge Base
- **Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems**
- **Learning to Select Knowledge for Response Generation in Dialog Systems**
- KVQA: Knowledge-aware Visual Question Answering
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Tools
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Others
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Useful tools & lecture related to data science(中文)
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
- Zhishi.me: Chinese Linking Open Data Online API
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Open source projects
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Others
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Blogs
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Competitions