Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Transformation Networks for Target-Oriented Sentiment Classification
ACL 2018
Translation of Biomedical Documents with Focus on Spanish-English
EMNLP 2018
Translations as Additional Contexts for Sentence Classification
IJCAI 2018
Transparent, Efficient, and Robust Word Embedding Access with WOMBAT
COLING 2018
TuringBox: An Experimental Platform for the Evaluation of AI Systems
IJCAI 2018
Twin Regularization for Online Speech Recognition
Interspeech 2018
Twist Bytes - German Dialect Identification with Data Mining Optimization
COLING 2018
Two Methods for Domain Adaptation of Bilingual Tasks: Delightfully Simple and Broadly Applicable
ACL 2018
Two-Step Quantization for Low-Bit Neural Networks
CVPR 2018
Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision
ACL 2018
Uncertainty-Aware Attention for Reliable Interpretation and Prediction
NeurIPS 2018
Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation
CoNLL 2018
Understanding Back-Translation at Scale
EMNLP 2018
Understanding Convolutional Neural Networks for Text Classification
EMNLP 2018
Unifying and Merging Well-trained Deep Neural Networks for Inference Stage
IJCAI 2018
Unleashing Linear Optimizers for Group-Fair Learning and Optimization
COLT 2018
Unpaired Multi-Domain Image Generation via Regularized Conditional GANs
IJCAI 2018
Unsupervised Adaptation with Interpretable Disentangled Representations for Distant Conversational Speech Recognition
Interspeech 2018
Unsupervised Adversarial Invariance
NeurIPS 2018
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss
IJCAI 2018
Unsupervised Domain Adaptation With Similarity Learning
CVPR 2018
Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation
ACML 2018
Unsupervised Identification of Study Descriptors in Toxicology Research: An Experimental Study
EMNLP 2018
Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models
EMNLP 2018
Uplift Modeling from Separate Labels
NeurIPS 2018