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)
Adaptive Exploration for Data-Efficient General Value Function Evaluations
NeurIPS 2024
Adaptive Group Personalization for Federated Mutual Transfer Learning
ICML 2024
Adaptive Hardness Negative Sampling for Collaborative Filtering
AAAI 2024
Adaptive Labeling for Efficient Out-of-distribution Model Evaluation
NeurIPS 2024
Adaptive Parametric Prototype Learning for Cross-Domain Few-Shot Classification
AISTATS 2024
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders
ICLR 2024
Adaptive Robust Learning using Latent Bernoulli Variables
ICML 2024
Adaptive Sampling for Efficient Softmax Approximation
NeurIPS 2024
Adaptive Window Pruning for Efficient Local Motion Deblurring
ICLR 2024
Adapt Your Teacher: Improving Knowledge Distillation for Exemplar-Free Continual Learning
WACV 2024
Ada-Retrieval: An Adaptive Multi-Round Retrieval Paradigm for Sequential Recommendations
AAAI 2024
AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning
EMNLP 2024
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data
NeurIPS 2024
A Dataset for Metaphor Detection in Early Medieval Hebrew Poetry
EACL 2024
Adding SPICE to Life: Speaker Profiling in Multiparty Conversations
COLING 2024
Adding User Feedback To Enhance CB-Whisper
Interspeech 2024
Addressing Bias and Hallucination in Large Language Models
COLING 2024
Addressing Both Statistical and Causal Gender Fairness in NLP Models
NAACL 2024
Addressing Digital and AI Skills Gaps in European Living Areas: A Comparative Analysis of Small and Large Communities
AAAI 2024
Addressing Entity Translation Problem via Translation Difficulty and Context Diversity
ACL 2024
Addressing Healthcare-related Racial and LGBTQ+ Biases in Pretrained Language Models
NAACL 2024
A Decision-Language Model (DLM) for Dynamic Restless Multi-Armed Bandit Tasks in Public Health
NeurIPS 2024
A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
ACL 2024
ADELT: Transpilation between Deep Learning Frameworks
IJCAI 2024
A demonstrator for articulation-based command word recognition
Interspeech 2024