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)
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL
NAACL 2024
Online Cascade Learning for Efficient Inference over Streams
ICML 2024
Online Combinatorial Optimization with Group Fairness Constraints
IJCAI 2024
Online Continuous Generalized Category Discovery
ECCV 2024
Online Conversion Rate Prediction via Multi-Interval Screening and Synthesizing under Delayed Feedback
AAAI 2024
Online Distribution Learning with Local Privacy Constraints
AISTATS 2024
Online Feature Updates Improve Online (Generalized) Label Shift Adaptation
NeurIPS 2024
Online GNN Evaluation Under Test-time Graph Distribution Shifts
ICLR 2024
Online Knowledge Distillation of Decoder-Only Large Language Models for Efficient Speech Recognition
Interspeech 2024
Online Learning and Information Exponents: The Importance of Batch size & Time/Complexity Tradeoffs
ICML 2024
Online Reinforcement Learning-Based Pedagogical Planning for Narrative-Centered Learning Environments
AAAI 2024
Online Restless Multi-Armed Bandits with Long-Term Fairness Constraints
AAAI 2024
Online Sensitivity Optimization in Differentially Private Learning
AAAI 2024
Online Speculative Decoding
ICML 2024
Online Subloop Search via Uncertainty Quantization for Efficient Test-Time Adaptation
Interspeech 2024
Online Transfer and Adaptation of Tactile Skill: A Teleoperation Framework
CoRL 2024
On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey
ACL 2024
On Measuring Context Utilization in Document-Level MT Systems
EACL 2024
On Mitigating Performance Disparities in Multilingual Speech Recognition
EMNLP 2024
On Mitigating the Utility-Loss in Differentially Private Learning: A New Perspective by a Geometrically Inspired Kernel Approach (Abstract Reprint)
IJCAI 2024
On Partial Optimal Transport: Revising the Infeasibility of Sinkhorn and Efficient Gradient Methods
AAAI 2024
On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes
ICLR 2024
On provable privacy vulnerabilities of graph representations
NeurIPS 2024
On Regularized Radon-Nikodym Differentiation
JMLR 2024
On Retrieval Augmentation and the Limitations of Language Model Training
NAACL 2024