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)

Detecting Annotation Errors in Morphological Data with the Transformer ACL 2022 Detecting generated scientific papers using an ensemble of transformer models COLING 2022 Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model AAAI 2022 Detecting Out-of-Distribution via an Unsupervised Uncertainty Estimation for Prostate Cancer Diagnosis MIDL 2022 Detecting Suicidality with a Contextual Graph Neural Network NAACL 2022 Detecting Unassimilated Borrowings in Spanish: An Annotated Corpus and Approaches to Modeling ACL 2022 Detecting Unintended Social Bias in Toxic Language Datasets CoNLL 2022 Detector-Free Weakly Supervised Group Activity Recognition CVPR 2022 Developmental Negation Processing in Transformer Language Models ACL 2022 DevianceNet: Learning to Predict Deviance from a Large-Scale Geo-Tagged Dataset AAAI 2022 dezzai@SMM4H’22: Tasks 5 & 10 - Hybrid models everywhere COLING 2022 DF-ResNet: Boosting Speaker Verification Performance with Depth-First Design Interspeech 2022 DGraph: A Large-Scale Financial Dataset for Graph Anomaly Detection NeurIPS 2022 Diaformer: Automatic Diagnosis via Symptoms Sequence Generation AAAI 2022 Diagnosing Epileptogenesis with Deep Anomaly Detection MLHC 2022 Diagonal State Spaces are as Effective as Structured State Spaces NeurIPS 2022 Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models EMNLP 2022 DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection EMNLP 2022 DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022 Dialogue Acts Aided Important Utterance Detection Based on Multiparty and Multimodal Information Interspeech 2022 DialogueEIN: Emotion Interaction Network for Dialogue Affective Analysis COLING 2022 DialogueGAT: A Graph Attention Network for Financial Risk Prediction by Modeling the Dialogues in Earnings Conference Calls EMNLP 2022 Dialogue Meaning Representation for Task-Oriented Dialogue Systems EMNLP 2022 DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation ACL 2022 DictFormer: Tiny Transformer with Shared Dictionary ICLR 2022