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)
Adversarially Occluded Samples for Person Re-Identification
CVPR 2018
Adversarial Multiple Source Domain Adaptation
NeurIPS 2018
Adversarial Removal of Demographic Attributes from Text Data
EMNLP 2018
A Fast and Accurate Method for Estimating People Flow from Spatiotemporal Population Data
IJCAI 2018
A Fast and Scalable Joint Estimator for Integrating Additional Knowledge in Learning Multiple Related Sparse Gaussian Graphical Models
ICML 2018
A Fine-grained Large-scale Analysis of Coreference Projection
NAACL 2018
A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers
NeurIPS 2018
Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling
COLING 2018
Aggression Identification Using Deep Learning and Data Augmentation
COLING 2018
AGROASSAM: A Web Based Assamese Speech Recognition Application for Retrieving Agricultural Commodity Price and Weather Information
Interspeech 2018
A Helping Hand: Transfer Learning for Deep Sentiment Analysis
ACL 2018
A High Coverage Method for Automatic False Friends Detection for Spanish and Portuguese
COLING 2018
A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check
EMNLP 2018
A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora
EMNLP 2018
A Knowledge Hunting Framework for Common Sense Reasoning
EMNLP 2018
Algorithmic Social Intervention
IJCAI 2018
Algorithms and Theory for Multiple-Source Adaptation
NeurIPS 2018
Algorithms for Fair Load Shedding in Developing Countries
IJCAI 2018
Alibaba Speech Translation Systems for IWSLT 2018
EMNLP 2018
Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation
CVPR 2018
A Linear Speedup Analysis of Distributed Deep Learning with Sparse and Quantized Communication
NeurIPS 2018
A Methodology for Evaluating Interaction Strategies of Task-Oriented Conversational Agents
EMNLP 2018
A mostly unlexicalized model for recognizing textual entailment
EMNLP 2018
A Multi-Attention based Neural Network with External Knowledge for Story Ending Predicting Task
COLING 2018
A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation
Interspeech 2018