近期有哪些值得读的QA论文？
https://blog.csdn.net/m0epNwstYk4/article/details/81008901
摘要
转自：爱可可-爱生活
Papers
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Memory Networks
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End-To-End Memory Networks
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Towards AI-Complete Question Answering: A set of prerequisite toy tasks
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Large Scale simple question answering with Memory Networks
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Ask Me Anything: Dynamic Memory Networks for Natural Language Processing
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Key-Value Memory Networks for directly understanding documents
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Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base
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Value of Semantic Parse Labeling for KBQA
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Question Answering with Subgraph Embeddings
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Open Question Answering with Weakly Supervised Embedding Models
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Learning End-to-End Goal-Oriented dialog
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End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding
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Question Answering over Knowledge Base With Neural Attention Combining Global Knowledge Information
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Compositional Learning of Embeddings for Relation Paths in Knowledge Bases and Texts
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Neural Machine Translation by jointly learning to align and translate
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Recurrent Neural Network Grammar
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Neural Turing Machines
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Teaching machines to read and comprehend
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Applying Deep Learning to answer selection: A study and an open task
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Reasoning with Neural Tensor Networks
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Scalable Feature Learning for networks: Node2Vec
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Learning Distributed Representations for Rooted Subgraphs from Large Graphs: Subgraph2Vec
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Hybrid computing using a neural network with dynamic external memory
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Traversing Knowledge Graphs in Vector Space
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Learning to Compose Neural Networks for Question Answering
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Hierarchical Memory Networks
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Gaussian Attention Model and its Application to Knowledge Base Embedding and Question Answering
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Gated Graph Sequence Neural Networks
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Sequence to Sequence Learning With Neural Networks
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Neural Conversation Model
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Query Reduction Networks For Question Answering
todo
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DeepWalk: Online Learning of Social Representations
Datasets
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bAbI dataset
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CNN QA Task (Teaching Machines to Read & Comprehend)
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WebQuestions
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Simple Questions
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Movie QA
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[WebQuestionsSP](https://www.microsoft.com/en-us/download/details.aspx? id=52763)
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WikiQA
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Kaggle AllenAI Challenge
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MC Test, Machine Comprehension Test Microsoft 2013
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MSR Sentence Completion Challenge
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Dialog State Tracking Challenge
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QA dataset featured in Teaching Machines to Read and Comprehend
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WebNav
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Stanford Question Answering Dataset
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FB15K Knowledge Base
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Yahoo! Answers Comprehensive Questions and Answers version 1.0 (multi part)
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Cornell Movie Dialogue Dataset
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WikiQA
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Quora Duplicate Questions Dataset
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Query Reformulator Dataset Jeopardy etc
KBs
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NetBase
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Freebase
Presentations
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Relation Learning for Large Scale Knowledge Graph
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Attention and Memory
LM Datasets
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PennTree Bank
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Text8
Code & Relevant Projects
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MemNN Impl Matlab
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Key Value MemNN
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Quepy
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NLQuery
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ParlAI
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flask-chatterbot
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Learning to Rank short text pairs with CNN SIGIR 2015
链接：
https://github.com/dapurv5/awesome-question-answering
原文链接：
http://weibo.com/1402400261/F3Q73oiBO?ref=home&rid=4_0_202_2606541658285148177&type=comment#_rnd1495189315513