← Architectures
Deep Learning › Architectures ›

Transformers

9294 directly classified papers

Papers per year

Papers

Can Taxonomy Help? Improving Semantic Question Matching using Question Taxonomy COLING 2018
Hybrid Attention based Multimodal Network for Spoken Language Classification COLING 2018
Robust Spoken Language Understanding via Paraphrasing INTERSPEECH 2018
End-To-End Audio Replay Attack Detection Using Deep Convolutional Networks with Attention INTERSPEECH 2018
Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network NAACL 2018
Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations NAACL 2018
Deep Learning based Situated Goal-oriented Dialogue Systems INTERSPEECH 2018
Hermitian Co-Attention Networks for Text Matching in Asymmetrical Domains IJCAI 2018
Multiway Attention Networks for Modeling Sentence Pairs IJCAI 2018
Neural Semantic Parsing ACL 2018
Hierarchical Convolutional Attention Networks for Text Classification ACL 2018
Self-Attention with Relative Position Representations NAACL 2018
Entity Commonsense Representation for Neural Abstractive Summarization NAACL 2018
Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction NAACL 2018
Self-Attentive Residual Decoder for Neural Machine Translation NAACL 2018
Stream Attention for Distributed Multi-Microphone Speech Recognition INTERSPEECH 2018
An Investigation of Convolution Attention Based Models for Multilingual Speech Synthesis of Indian Languages INTERSPEECH 2018
Multi-Head Decoder for End-to-End Speech Recognition INTERSPEECH 2018
A Mixed Hierarchical Attention Based Encoder-Decoder Approach for Standard Table Summarization NAACL 2018
Attention-Fused Deep Matching Network for Natural Language Inference IJCAI 2018
Differentiated Attentive Representation Learning for Sentence Classification IJCAI 2018
Deep Learning Approaches to Text Production NAACL 2018
Neural Machine Translation for Low Resource Languages using Bilingual Lexicon Induced from Comparable Corpora NAACL 2018
RUSE: Regressor Using Sentence Embeddings for Automatic Machine Translation Evaluation EMNLP 2018
KIT’s IWSLT 2018 SLT Translation System EMNLP 2018