QA领域经典论文，项目及数据集
- Memory Networks
- End-To-End Memory Networks
- Towards AI-Complete Question Answering: A set of prerequisite toy tasks
- Large Scale simple question answering with Memory Networks
- Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
- Key-Value Memory Networks for directly understanding documents
- Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
- Value of Semantic Parse Labeling for KBQA
- Question Answering with Subgraph Embeddings
- Open Question Answering with Weakly Supervised Embedding Models
- Learning End-to-End Goal-Oriented dialog
- End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding
- Question Answering over Knowledge Base With Neural Attention Combining Global Knowledge Information
- Compositional Learning of Embeddings for Relation Paths in Knowledge Bases and Texts
- Neural Machine Translation by jointly learning to align and translate
- Recurrent Neural Network Grammar
- Neural Turing Machines
- Teaching machines to read and comprehend
- Applying Deep Learning to answer selection: A study and an open task
- Reasoning with Neural Tensor Networks
- Scalable Feature Learning for networks: Node2Vec
- Learning Distributed Representations for Rooted Subgraphs from Large Graphs: Subgraph2Vec
- Hybrid computing using a neural network with dynamic external memory
- Traversing Knowledge Graphs in Vector Space
- Learning to Compose Neural Networks for Question Answering
- Hierarchical Memory Networks
- Gaussian Attention Model and its Application to Knowledge Base Embedding and Question Answering
- Gated Graph Sequence Neural Networks
- Sequence to Sequence Learning With Neural Networks
- Neural Conversation Model
- Query Reduction Networks For Question Answering
- Efficiently Answering Technical Questions — A Knowledge Graph Approach
- An End-to-End Model for Question Answering over Knowledge Base with Cross-Attention Combining Global Knowledge
- bAbI dataset
- CNN QA Task (Teaching Machines to Read & Comprehend)
- WebQuestions
- Simple Questions
- Movie QA
- WebQuestionsSP
- WikiQA
- Kaggle AllenAI Challenge
- MC Test, Machine Comprehension Test Microsoft 2013
- MSR Sentence Completion Challenge
- Dialog State Tracking Challenge
- QA dataset featured in Teaching Machines to Read and Comprehend
- WebNav
- Stanford Question Answering Dataset
- FB15K Knowledge Base
- Yahoo! Answers Comprehensive Questions and Answers version 1.0 (multi part)
- Cornell Movie Dialogue Dataset
- WikiQA
- Quora Duplicate Questions Dataset
- Query Reformulator Dataset Jeopardy etc
- Quiz Bowl Questions
- PennTree Bank
- Text8