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awesome-kgqa
A collection of some materials of knowledge graph question answering
https://github.com/BshoterJ/awesome-kgqa
- **(2019.7)Introduction to Neural Network based Approaches for Question Answering over Knowledge Graphs**
- 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
- Neural Network-based Question Answering over Knowledge Graphs on Word and Character Level
- TEQUILA: Temporal Question Answering over Knowledge Bases
- EARL: Joint Entity and Relation Linking for Question Answering over Knowledge Graphs
- - QA-EMNLP-2018)
- - 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
- **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)
- SPARQL as a Foreign Language
- Commonsense Knowledge Aware Conversation Generation with Graph Attention
- The APVA-TURBO Approach To Question Answering in Knowledge Base
- 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
- 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)
- Knowledge Graph Embedding Based Question Answering
- FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase
- Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering
- Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering
- **Awesome knowledge graph**
- **A demo of KGQA for movies**
- **A trial of kbqa based on bert for NLPCC2016/2017 Task 5**
- **CCKS2019 CKBQA评测获得第四名解决方案** - bert)
- A tutorial and implement of disease centered Medical knowledge graph and qa system based on it
- Agricultural Knowledge Graph
- Stock-knowledge-graph
- KGQA for Jay Zhou's songs - jena-fuseki)
- KGQA based on elasticsearch
- KGQA for The Stones
- Recommend system for douban based on KG
- NLPCC-ICCPOL shared task "Open Domain Question Answering
- Entity-Linking
- **Trends in Natural Language Processing: ACL 2019 In Review**
- **揭开知识库问答KB-QA的面纱系列专题**
- Papers list of knowledge extraction、mining and storing
- A github projects list of a master student
- NIST TAC Knowledge Base Population (KBP2019) Entity Discovery and Linking Track
- A survay of entity linking
- **OpenKG: A community of Chinese KGQA**
- **OpenKE: An Open-source Framework for Knowledge Embedding**
- OpenNRE: An Open-Source Package for Neural Relation Extraction (NRE) implemented in TensorFlow
- DeepDive: a system to extract value from dark data
- Annotation tool: doccano
- Zhishi.me: Chinese Linking Open Data Online API
- Useful tools & lecture related to data science(中文)
- A KBQA system based on DBpedia
- Mapping a variable-length sentence to a fixed-length vector using BERT model
- NLPCC-MH 中文多跳问答数据集
- 瑞金医院MMC人工智能辅助构建知识图谱大赛
- CCKS 2019 开放领域的中文问答任务
- NLPCC 2019 Open Domain conversation
- 语言与智能技术2019 知识驱动对话
Keywords
knowledge-graph
4
question-answering
3
bert
2
nlp
1
kgqa
1
stock
1
python3
1
neo4j
1
knowledge-base
1
getting-started
1
cypher
1
course-project
1
relation-extraction
1
named-entity-recognition
1
tensorflow
1
python
1
kbqa
1
sentence-similarity
1
sentence2vec
1
sentence-encoding
1
pytorch
1
openai
1
onnx
1
neural-search
1
multi-modality
1
image2vec
1
deep-learning
1
cross-modality
1
cross-modal-retrieval
1
clip-model
1
clip-as-service
1
bert-as-service
1
sparql
1
semantic-parsing
1
dbpedia
1
knowledge-embedding
1
nlpcc2017
1