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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)

Referring Expression Generation Using Entity Profiles IJCNLP 2019
Towards Controllable and Personalized Review Generation IJCNLP 2019
On the Importance of Delexicalization for Fact Verification IJCNLP 2019
GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge IJCNLP 2019
A Surprisingly Effective Fix for Deep Latent Variable Modeling of Text IJCNLP 2019
Global Reasoning over Database Structures for Text-to-SQL Parsing IJCNLP 2019
A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection IJCNLP 2019
Broad-Coverage Semantic Parsing as Transduction IJCNLP 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification IJCNLP 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks IJCNLP 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation IJCNLP 2019
Auditing Deep Learning processes through Kernel-based Explanatory Models IJCNLP 2019
Hierarchically-Refined Label Attention Network for Sequence Labeling IJCNLP 2019
Visualizing and Understanding the Effectiveness of BERT IJCNLP 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow IJCNLP 2019
Neural Gaussian Copula for Variational Autoencoder IJCNLP 2019
Transformer Dissection: An Unified Understanding for Transformer’s Attention via the Lens of Kernel IJCNLP 2019
Revealing the Dark Secrets of BERT IJCNLP 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives IJCNLP 2019
Aligning Cross-Lingual Entities with Multi-Aspect Information IJCNLP 2019
Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning IJCNLP 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text IJCNLP 2019
Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks IJCNLP 2019
Different Absorption from the Same Sharing: Sifted Multi-task Learning for Fake News Detection IJCNLP 2019
A Deep Neural Information Fusion Architecture for Textual Network Embeddings IJCNLP 2019