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Deep Learning

1752 directly classified papers

Papers per year

Papers

On the Impact of Various Types of Noise on Neural Machine Translation ACL 2018
Low-Resource Machine Transliteration Using Recurrent Neural Networks of Asian Languages ACL 2018
Bacteria and Biotope Entity Recognition Using A Dictionary-Enhanced Neural Network Model ACL 2018
Towards Opinion Summarization of Customer Reviews ACL 2018
Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection ACL 2018
An Empirical Study of Building a Strong Baseline for Constituency Parsing ACL 2018
Neural Open Information Extraction ACL 2018
Sparse and Constrained Attention for Neural Machine Translation ACL 2018
Bag-of-Words as Target for Neural Machine Translation ACL 2018
Multi-representation ensembles and delayed SGD updates improve syntax-based NMT ACL 2018
Named Entity Recognition With Parallel Recurrent Neural Networks ACL 2018
Neural Adaptive Content-aware Internet Video Delivery OSDI 2018
A Purely End-to-End System for Multi-speaker Speech Recognition ACL 2018
Deep Convolutional Neural Network with Scalogram for Audio Scene Modeling INTERSPEECH 2018
Disconnected Recurrent Neural Networks for Text Categorization ACL 2018
Token-level and sequence-level loss smoothing for RNN language models ACL 2018
Transformation Networks for Target-Oriented Sentiment Classification ACL 2018
Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ACL 2018
Simple and Effective Text Simplification Using Semantic and Neural Methods ACL 2018
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss ACL 2018
Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data ACL 2018
Speaker and Language Recognition -- From Laboratory Technologies to the Wild INTERSPEECH 2018
Avoiding Speaker Overfitting in End-to-End DNNs Using Raw Waveform for Text-Independent Speaker Verification INTERSPEECH 2018
Speech Emotion Recognition Using Spectrogram & Phoneme Embedding INTERSPEECH 2018
Self-Attentional Acoustic Models INTERSPEECH 2018