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Transformers

10,338 papers

Papers per year

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Papers

SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model IJCNLP 2017
Neural Machine Translation: Basics, Practical Aspects and Recent Trends IJCNLP 2017
Advances in Joint CTC-Attention Based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM INTERSPEECH 2017
Sequence to Sequence Modeling for User Simulation in Dialog Systems INTERSPEECH 2017
Experiments in Character-Level Neural Network Models for Punctuation INTERSPEECH 2017
Approaching Human Performance in Behavior Estimation in Couples Therapy Using Deep Sentence Embeddings INTERSPEECH 2017
Parallel Hierarchical Attention Networks with Shared Memory Reader for Multi-Stream Conversational Document Classification INTERSPEECH 2017
To Plan or not to Plan? Discourse Planning in Slot-Value Informed Sequence to Sequence Models for Language Generation INTERSPEECH 2017
End-to-End Speech Recognition with Auditory Attention for Multi-Microphone Distance Speech Recognition INTERSPEECH 2017
Learning Scalable Deep Kernels with Recurrent Structure JMLR 2017
The Meaning Factory at SemEval-2017 Task 9: Producing AMRs with Neural Semantic Parsing SEMEVAL 2017
Latent Attention For If-Then Program Synthesis NIPS 2016
Can Active Memory Replace Attention? NIPS 2016
Generating Video Description using Sequence-to-sequence Model with Temporal Attention COLING 2016
A Neural Attention Model for Disfluency Detection COLING 2016
Attending to Characters in Neural Sequence Labeling Models COLING 2016
AttSum: Joint Learning of Focusing and Summarization with Neural Attention COLING 2016
Incorporating Label Dependency for Answer Quality Tagging in Community Question Answering via CNN-LSTM-CRF COLING 2016
Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks COLING 2016
User Classification with Multiple Textual Perspectives COLING 2016
Hashtag Recommendation with Topical Attention-Based LSTM COLING 2016
Improving Attention Modeling with Implicit Distortion and Fertility for Machine Translation COLING 2016
DenseCap: Fully Convolutional Localization Networks for Dense Captioning CVPR 2016
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification ICML 2016
A Convolutional Attention Network for Extreme Summarization of Source Code ICML 2016