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)
Multi-label Self Knowledge Distillation
AAAI 2025
Multi-level Diagnosis and Evaluation for Robust Tabular Feature Engineering with Large Language Models
EMNLP 2025
Multi-Level Feature Distillation of Joint Teachers Trained on Distinct Image Datasets
WACV 2025
Multi-Level Optimal Transport for Universal Cross-Tokenizer Knowledge Distillation on Language Models
AAAI 2025
Multilingual Data Filtering using Synthetic Data from Large Language Models
EMNLP 2025
Multilingual Federated Low-Rank Adaptation for Collaborative Content Anomaly Detection across Multilingual Social Media Participants
EMNLP 2025
Multilingual Grammatical Error Annotation: Combining Language-Agnostic Framework with Language-Specific Flexibility
ACL 2025
Multilingual Iterative Model Pruning: What Matters?
IJCNLP 2025
Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing
EMNLP 2025
Multilingual NLP for African Healthcare: Bias, Translation, and Explainability Challenges
ACL 2025
Multilingual Sign Language Translation with Unified Datasets and Pose-Based Transformers
AACL 2025
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes
ACL 2025
Multilingual vs Crosslingual Retrieval of Fact-Checked Claims: A Tale of Two Approaches
EMNLP 2025
Multi-matrix Factorization Attention
ACL 2025
Multi-modal Anchor Gated Transformer with Knowledge Distillation for Emotion Recognition in Conversation
IJCAI 2025
Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract)
AAAI 2025
Multimodal Fusion Learning with Dual Attention for Medical Imaging
WACV 2025
Multimodal Fusion Using Multi-View Domains for Data Heterogeneity in Federated Learning
AAAI 2025
Multi-modal Identity Extraction
ICCV 2025
Multimodal Invariant Sentiment Representation Learning
ACL 2025
Multi-Modality Expansion and Retention for LLMs through Parameter Merging and Decoupling
ACL 2025
Multi-modal Knowledge Distillation-based Human Trajectory Forecasting
CVPR 2025
Multimodal Lego: Model Merging and Fine-Tuning Across Topologies and Modalities in Biomedicine
ICLR 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation
ICCV 2025
Multimodal Pragmatic Jailbreak on Text-to-image Models
ACL 2025