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

'20

'25

Papers (including subtopics)

Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing NAACL 2019 Improved Conditional VRNNs for Video Prediction ICCV 2019 Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning Interspeech 2019 Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering Interspeech 2019 Improving Abstractive Document Summarization with Salient Information Modeling ACL 2019 Improving Answer Selection and Answer Triggering using Hard Negatives EMNLP 2019 Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings ACL 2019 Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control IJCAI 2019 Improving Cuneiform Language Identification with BERT NAACL 2019 Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP 2019 Improving Differentiable Neural Computers Through Memory Masking, De-allocation, and Link Distribution Sharpness Control ICLR 2019 Improving Distantly-Supervised Relation Extraction with Joint Label Embedding EMNLP 2019 Improving Full-Body Pose Estimation from a Small Sensor Set Using Artificial Neural Networks and a Kalman Filter AAAI 2019 Improving Large Vocabulary Urdu Speech Recognition System Using Deep Neural Networks Interspeech 2019 Improving Long Distance Slot Carryover in Spoken Dialogue Systems ACL 2019 Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding CoNLL 2019 Improving Neural Entity Disambiguation with Graph Embeddings ACL 2019 Improving Neural Language Models by Segmenting, Attending, and Predicting the Future ACL 2019 Improving Neural Network Quantization without Retraining using Outlier Channel Splitting ICML 2019 Improving Neural Question Generation Using Answer Separation AAAI 2019 Improving Relation Classification by Entity Pair Graph ACML 2019 Improving Relation Extraction with Knowledge-attention EMNLP 2019 Improving representation learning in autoencoders via multidimensional interpolation and dual regularizations IJCAI 2019 Improving Sentiment Classification in Slovak Language ACL 2019 Improving Textual Network Learning with Variational Homophilic Embeddings NeurIPS 2019