/nlp

一些nlp子领域文章的收录,不定期更新

machine translation

Conference Time paper link
ACL 2018 Unsupervised Neural Machine Translation with Weight Sharing link
ACL 2018 Subword Regularization: Improving Neural Network Translation Models with Multiple SubwordCandidatesSubword link
ACL 2018 Graph-to-Sequence Learning using Gated Graph Neural Networks link*
ACL 2018 A Stochastic Decoder for Neural Machine Translation link
ACL 2018 Context-Aware Neural Machine Translation Learns Anaphora Resolution link
arxiv 2013 Generating Sequences With Recurrent Neural Networks link

Representation learning

Conference Time paper link
TACL 2016 Enriching Word Vectors with Subword Information link
NIPS 2017 Inductive Representation Learning on Large Graphs link
KDD 2014 DeepWalk: Online Learning of Social Representations link
ICML 2016 Learning Convolutional Neural Networks for Graphs link
ICLR 2018 Graph attention networks link
KDD 2016 node2vec: Scalable Feature Learning for Networks link
NIPS 2017 Inductive Representation Learning on Large Graphs link
NIPS 2018 Hierarchical Graph Representation Learning with Differentiable Pooling link
ICLR 2018 FASTGCN: FAST LEARNING WITH GRAPH CONVOLU- TIONAL NETWORKS VIA IMPORTANCE SAMPLING link
ICLR 2017 Semi-Supervised Classification with Graph Convolutional Networks link
ICLR 2016 GATED GRAPH SEQUENCE NEURAL NETWORKS link
ICML 2019 MixHop: Higher-Order Graph Convolutional Architectures via Sparsified Neighborhood Mixing link
NIPS 2016 Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering link

Graph Neural Networks

Conference Time paper link
NeurIPS 2021 Adversarial Graph Augmentation to Improve Graph Contrastive Learning link