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Architectures

27,448 papers (33 classified directly here)

Subtopics

Neural Networks (11,723) Transformers (10,397) Graph Neural Networks (4,522) Autoencoders (1,154) Convolutional Neural Networks (973) Recurrent Neural Networks (593) Generative Adversarial Networks (18) Encoder-Decoder (14)

Papers per year

27
213
2915
3174
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Papers (including subtopics)

Phrase-level Self-Attention Networks for Universal Sentence Encoding EMNLP 2018
Hierarchical Quantized Representations for Script Generation EMNLP 2018
A Self-Attentive Model with Gate Mechanism for Spoken Language Understanding EMNLP 2018
Operation-guided Neural Networks for High Fidelity Data-To-Text Generation EMNLP 2018
Unsupervised Natural Language Generation with Denoising Autoencoders EMNLP 2018
Answer-focused and Position-aware Neural Question Generation EMNLP 2018
Entity-aware Image Caption Generation EMNLP 2018
Object Hallucination in Image Captioning EMNLP 2018
Iterative Document Representation Learning Towards Summarization with Polishing EMNLP 2018
Bottom-Up Abstractive Summarization EMNLP 2018
Controlling Length in Abstractive Summarization Using a Convolutional Neural Network EMNLP 2018
Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks EMNLP 2018
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text EMNLP 2018
Exploiting Deep Representations for Neural Machine Translation EMNLP 2018
Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures EMNLP 2018
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks EMNLP 2018
Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018
A Neural Local Coherence Model for Text Quality Assessment EMNLP 2018
Deep Attentive Sentence Ordering Network EMNLP 2018
Modeling Localness for Self-Attention Networks EMNLP 2018
Chargrid: Towards Understanding 2D Documents EMNLP 2018
Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018
Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences EMNLP 2018
Learning Universal Sentence Representations with Mean-Max Attention Autoencoder EMNLP 2018
Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification EMNLP 2018