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)
Aligning individual brains with fused unbalanced Gromov Wasserstein
NeurIPS 2022
Aligning Multilingual Embeddings for Improved Code-switched Natural Language Understanding
COLING 2022
AlignMixup: Improving Representations by Interpolating Aligned Features
CVPR 2022
A Little Charity Guarantees Fair Connected Graph Partitioning
AAAI 2022
Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint
CVPR 2022
Allocating Opportunities in a Dynamic Model of Intergenerational Mobility (Extended Abstract)
IJCAI 2022
All Politics is Local: Redistricting via Local Fairness
NeurIPS 2022
ALP: Data Augmentation Using Lexicalized PCFGs for Few-Shot Text Classification
AAAI 2022
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models
EMNLP 2022
Alzheimer's Detection from English to Spanish Using Acoustic and Linguistic Embeddings
Interspeech 2022
AME: Attention and Memory Enhancement in Hyper-Parameter Optimization
CVPR 2022
AMICA: An Argumentative Search Engine for COVID-19 Literature
IJCAI 2022
Amodal Segmentation Through Out-of-Task and Out-of-Distribution Generalization With a Bayesian Model
CVPR 2022
AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness
NeurIPS 2022
Amplifying Membership Exposure via Data Poisoning
NeurIPS 2022
AMR-DA: Data Augmentation by Abstract Meaning Representation
ACL 2022
Amrita_CEN at SemEval-2022 Task 4: Oversampling-based Machine Learning Approach for Detecting Patronizing and Condescending Language
SemEval 2022
Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling
SemEval 2022
Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection
SemEval 2022
A Multifaceted Framework to Evaluate Evasion, Content Preservation, and Misattribution in Authorship Obfuscation Techniques
EMNLP 2022
A Multi-grained based Attention Network for Semi-supervised Sound Event Detection
Interspeech 2022
A Multilabel Classification Framework for Approximate Nearest Neighbor Search
NeurIPS 2022
A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities (Student Abstract)
AAAI 2022
A Multimodal Strategy for Singing Language Identification
Interspeech 2022
A Multi-Stage Multi-Codebook VQ-VAE Approach to High-Performance Neural TTS
Interspeech 2022