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)
Mapping Smarter, Not Harder: A Test-Time Reinforcement Learning Agent That Improve Without Labels or Model Updates
EMNLP 2025
Mapping Toxic Comments Across Demographics: A Dataset from German Public Broadcasting
EMNLP 2025
MAPS: Motivation-Aware Personalized Search via LLM-Driven Consultation Alignment
ACL 2025
MarathiEmoExplain: A Dataset for Sentiment, Emotion, and Explanation in Low-Resource Marathi
EMNLP 2025
Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models
ACL 2025
MaRI: Material Retrieval Integration across Domains
CVPR 2025
MARIO-0.5B: A Multi-Agent Lightweight Model for Real-Time Open Information Extraction in Low-Resource Settings
EMNLP 2025
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts
IJCNLP 2025
Masculine Defaults via Gendered Discourse in Podcasts and Large Language Models
ACL 2025
MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
ICML 2025
Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation
CVPR 2025
MaskControl: Spatio-Temporal Control for Masked Motion Synthesis
ICCV 2025
Mask-DPO: Generalizable Fine-grained Factuality Alignment of LLMs
ICLR 2025
Masked Generative Nested Transformers with Decode Time Scaling
ICML 2025
MaskTwins: Dual-form Complementary Masking for Domain-Adaptive Image Segmentation
ICML 2025
MaskVD: Region Masking for Efficient Video Object Detection
WACV 2025
MaskViM: Domain Generalized Semantic Segmentation with State Space Models
AAAI 2025
MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models
ICML 2025
MASS: Overcoming Language Bias in Image-Text Matching
AAAI 2025
MASSV: Multimodal Adaptation and Self-Data Distillation for Speculative Decoding of Vision-Language Models
EMNLP 2025
Mastering Task Arithmetic: τJp as a Key Indicator for Weight Disentanglement
ICLR 2025
Mastering the Craft of Data Synthesis for CodeLLMs
NAACL 2025
MatAnyone: Stable Video Matting with Consistent Memory Propagation
CVPR 2025
Matcha: Mitigating Graph Structure Shifts with Test-Time Adaptation
ICLR 2025
MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection
ACL 2025