A list of resources related to Knowledge Base Question Answering.
- Paper
- Dataset
- [Knowledge Base](#knowledge base)
- Tool
- Contribution
- Reference
- Query Graph Generation for Answering Multi-hop Complex Questions from Knowledge Bases, ACL 2020 [paper] [code]
- NeuInfer : Knowledge Inference on N-ary Facts, ACL2020 [paper]
- Improving Multi-hop Question Answering over Knowledge Graphs using Knowledge Base Embeddings, ACL 2020 [paper]
- SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases, AAAI 2020 [paper] [code]
- UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering, NAACL 2019 [paper] [code]
- Knowledge Graph Embedding Based Question Answering, WSDM 2019 [paper]
- Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering, ACL 2019 [paper] [code]
- PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text, EMNLP-IJCAI 2019 [paper]
- Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks, NAACL 2018 [paper]
- SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach, EMNLP 2018 [paper]
- Variational Reasoning for Question Answering with Knowledge Graph, AAAI 2018 [paper]
- The Web as a Knowledge-base for Answering Complex Questions, NAACL 2018 [paper] [code]
- Knowledge Base Question Answering via Encoding of Complex Query Graphs, EMNLP 2018 [paper] [code]
- Improved Neural Relation Detection for Knowledge Base Question Answering, ACL 2017 [paper]
- Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision, ACL 2017 [paper] [code]
- Constraint-Based Question Answering with Knowledge Graph, COLING 2016 [paper] [code]
- CFO: Conditional Focused Neural Question Answering with Large-scale Knowledge Bases, ACL 2016 [paper] [code]
- Character-Level Question Answering with Attention, EMNLP 2016 [paper] [code]
- On Generating Characteristic-rich Question Sets for QA Evaluation, EMNLP 2016 [paper] [code]
- Question Answering on Freebase via Relation Extraction and Textual Evidence, ACL 2016 [paper] [code]
- The Value of Semantic Parse Labeling for Knowledge Base Question Answering, ACL 2016 [paper]
- Simple Question Answering by Attentive Convolutional Neural Network, COLING 2016 [paper] [code]
- Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base, ACL 2015 [paper] [code]
- More Accurate Question Answering on Freebase, CIKM 2015 [paper] [code]
- Compositional Semantic Parsing on Semi-Structured Tables , ACL 2015 [paper] [code]
- Large-scale Simple Question Answering with Memory Networks [paper] [code]
- Semantic Parsing for Single-Relation Question Answering, ACL 2014 [paper]
- Freebase QA: Information Extraction or Semantic Parsing?, ACL 2014 Workshop on Semantic Parsing [paper]
- Information Extraction over Structured Data: Question Answering with Freebase, ACL 2014 [paper]
- Semantic Parsing on Freebase from Question-Answer Pairs, EMNLP 2013 [paper]
- Semi-Automating Knowledge Base Construction for Cancer Genetics, AKBC 2020 [paper]
- Learning to Update Knowledge Graphs by Reading News, EMNLP 2019 [paper]
- ComplexWebQuestions [link]
- ComplexQuestions [link]
- MetaQA [link]
- GraphQuestions [link]
- WikiTableQuestions [link]
- WebQuestions
[link]
- alternatives [link]
- WebQuestionsSP [link]
- SimpleQuestions [link]
Feel free to send a pull request or open an issue.