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Techniques

8,241 papers (36 classified directly here)

Subtopics

Model Architecture (4,354) Pretraining (2,483) Attention (1,111) Normalization (341) Attention Mechanism (150)

Papers per year

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Papers (including subtopics)

Sparse and Constrained Attention for Neural Machine Translation ACL 2018
Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention ACL 2018
A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification ACL 2018
Pretraining Sentiment Classifiers with Unlabeled Dialog Data ACL 2018
Cross-Target Stance Classification with Self-Attention Networks ACL 2018
DeepPavlov: Open-Source Library for Dialogue Systems ACL 2018
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition ACL 2018
Attention-based Semantic Priming for Slot-filling ACL 2018
Neural Machine Translation Techniques for Named Entity Transliteration ACL 2018
AllenNLP: A Deep Semantic Natural Language Processing Platform ACL 2018
Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP ACL 2018
OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models ACL 2018
Hierarchical Convolutional Attention Networks for Text Classification ACL 2018
Natural Language Inference with Definition Embedding Considering Context On the Fly ACL 2018
A Sequence-to-Sequence Model for Semantic Role Labeling ACL 2018
EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues ACL 2018
EmotionX-Area66: Predicting Emotions in Dialogues using Hierarchical Attention Network with Sequence Labeling ACL 2018
EmotionX-JTML: Detecting emotions with Attention ACL 2018
Batch Normalized Deep Boltzmann Machines ACML 2018
ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks ACML 2018
Optimization Algorithm Inspired Deep Neural Network Structure Design ACML 2018
Dropout as a Low-Rank Regularizer for Matrix Factorization AISTATS 2018
The emergence of spectral universality in deep networks AISTATS 2018
They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking COLING 2018
Two Local Models for Neural Constituent Parsing COLING 2018