Architectures
30,950 papers (33 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
2
3
15
13
18
17
27
39
43
74
94
221
536
912
1,611
2,559
3,004
3,504
3,729
4,021
4,550
4,519
1,439
'10
'15
'20
'25
Papers (including subtopics)
On Task-Level Dialogue Composition of Generative Transformer Model
EMNLP 2020
On the Ability and Limitations of Transformers to Recognize Formal Languages
EMNLP 2020
On the Acceleration of Deep Learning Model Parallelism With Staleness
CVPR 2020
On the Comparison of Popular End-to-End Models for Large Scale Speech Recognition
Interspeech 2020
On the Cross-lingual Transferability of Monolingual Representations
ACL 2020
On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond
ACL 2020
On the Equivalence between Positional Node Embeddings and Structural Graph Representations
ICLR 2020
On the equivalence of molecular graph convolution and molecular wave function with poor basis set
NeurIPS 2020
On the Helpfulness of Document Context to Sentence Simplification
COLING 2020
On the Importance of Tokenization in Arabic Embedding Models
COLING 2020
On the Interplay Between Fine-tuning and Sentence-level Probing for Linguistic Knowledge in Pre-trained Transformers
EMNLP 2020
On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers
EMNLP 2020
On the linearity of large non-linear models: when and why the tangent kernel is constant
NeurIPS 2020
On the Modularity of Hypernetworks
NeurIPS 2020
On the Multiple Descent of Minimum-Norm Interpolants and Restricted Lower Isometry of Kernels
COLT 2020
On the Number of Linear Regions of Convolutional Neural Networks
ICML 2020
On the Practical Ability of Recurrent Neural Networks to Recognize Hierarchical Languages
COLING 2020
On the Relationship between Self-Attention and Convolutional Layers
ICLR 2020
On the Sentence Embeddings from Pre-trained Language Models
EMNLP 2020
On the Sub-layer Functionalities of Transformer Decoder
EMNLP 2020
On the universality of deep learning
NeurIPS 2020
On the Usage of Multi-Feature Integration for Speaker Verification and Language Identification
Interspeech 2020
On the weak link between importance and prunability of attention heads
EMNLP 2020
Ontology Reasoning with Deep Neural Networks (Extended Abstract)
IJCAI 2020
ON-TRAC Consortium for End-to-End and Simultaneous Speech Translation Challenge Tasks at IWSLT 2020
ACL 2020