Including NLP Survey, Optimizing Methods in NLP, Grammatical Error Correction and etc.
- [2018 JAIR] Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation, [paper].
- [2018 CIM] Recent Trends in Deep Learning Based Natural Language Processing, [paper].
- [2014 CoNLL] The CoNLL-2014 Shared Task on Grammatical Error Correction, [paper], [bibtex] [homepage].
- [2018 AAAI] A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction, [paper], [bibtex], [nusnlp/mlconvgec2018].
- [2016 EMNLP] How Transferable are Neural Networks in NLP Applications?, [paper].
- [2017 ICML] Language Modeling with Gated Convolutional Networks, [paper], sources: [anantzoid/Language-Modeling-GatedCNN], [jojonki/Gated-Convolutional-Networks].
- [2017 CIKM] Commonsense for Machine Intelligence: Text to Knowledge and Knowledge to Text, [slides], [CIKM 2017 Singapore Tutorials], [Commonsense for Machine Intelligence, Allen Institute, CIKM 2017 TUTORIAL], [Allen Institute].
- [2017 ICLR] An Actor Critic Algorithm for Structured Prediction, [paper], [bibtex], sources: [rizar/actor-critic-public].
- [2017 ACL] Learning When to Skim and When to Read, [paper], [blog].
- [2018 ArXiv] Fast Directional Self-Attention Mechanism, [paper], [bibtex], sources: [taoshen58/Fast-DiSA].
- [2018 ICLR] Regularizing and Optimizing LSTM Language Models, [paper], [bibtex], sources: [salesforce/awd-lstm-lm], author page: [Nitish Shirish Keskar].
- [2018 NAACL] Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph, [paper], [bibtex], sources: [ZeyuDai/paragraph_implicit_discourse_relations].
- [2018 COLING] CASCADE: Contextual Sarcasm Detection in Online Discussion Forums, [paper], [bibtex], sources: [SenticNet/CASCADE].