conftrace_

Architectures

30,950 papers (33 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Neural Networks (13,168) Transformers (11,186) Graph Neural Networks (5,491) Autoencoders (1,313) Convolutional Neural Networks (1,049) Recurrent Neural Networks (675) Generative Adversarial Networks (94) Encoder-Decoder (36)

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

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'25

Papers (including subtopics)

Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark EMNLP 2021 Switchable K-Class Hyperplanes for Noise-Robust Representation Learning ICCV 2021 Symbolic Music Generation with Transformer-GANs AAAI 2021 Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach ICML 2021 Synchronous Syntactic Attention for Transformer Neural Machine Translation ACL 2021 SynFace: Face Recognition With Synthetic Data ICCV 2021 Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models ACL 2021 Syntax-Based Attention Masking for Neural Machine Translation NAACL 2021 Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees EACL 2021 Syntax-Enhanced Pre-trained Model ACL 2021 Synthesizer: Rethinking Self-Attention for Transformer Models ICML 2021 Systematic Generalization with Edge Transformers NeurIPS 2021 System description for ProfNER - SMMH: Optimized finetuning of a pretrained transformer and word vectors NAACL 2021 System Description for the CommonGen task with the POINTER model ACL 2021 System Description for Transperfect ACL 2021 Systems for Low-Resource Speech Recognition Tasks in Open Automatic Speech Recognition and Formosa Speech Recognition Challenges Interspeech 2021 SYSTRAN @ WMT 2021: Terminology Task EMNLP 2021 T2NER: Transformers based Transfer Learning Framework for Named Entity Recognition EACL 2021 T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP 2021 T4T Solution: WMT21 Similar Language Task for the Spanish-Catalan and Spanish-Portuguese Language Pair EMNLP 2021 Tackling Fake News Detection by Interactively Learning Representations using Graph Neural Networks ACL 2021 TacoLPCNet: Fast and Stable TTS by Conditioning LPCNet on Mel Spectrogram Predictions Interspeech 2021 TACo: Token-Aware Cascade Contrastive Learning for Video-Text Alignment ICCV 2021 TAG: Gradient Attack on Transformer-based Language Models EMNLP 2021 Tailoring automated data augmentation to H&E-stained histopathology MIDL 2021