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)
Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream
ICML 2025
Scaling Laws for Upcycling Mixture-of-Experts Language Models
ICML 2025
Scaling Long Context Training Data by Long-Distance Referrals
ICLR 2025
Scaling Low-Resource MT via Synthetic Data Generation with LLMs
EMNLP 2025
Scaling Multi-Document Event Summarization: Evaluating Compression vs. Full-Text Approaches
NAACL 2025
Scaling Probabilistic Circuits via Monarch Matrices
ICML 2025
Scaling Species Diversity Analysis in Carbon Credit Projects with Large-Context LLMs
ACL 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
ACL 2025
Scaling Transformer-Based Novel View Synthesis with Models Token Disentanglement and Synthetic Data
ICCV 2025
Scaling Under-Resourced TTS: A Data-Optimized Framework with Advanced Acoustic Modeling for Thai
ACL 2025
Scaling Up Temporal Domain Generalization via Temporal Experts Averaging
EMNLP 2025
ScamNet: Toward Explainable Large Language Model-Based Fraudulent Shopping Website Detection
AAAI 2025
Scan-and-Print: Patch-level Data Summarization and Augmentation for Content-aware Layout Generation in Poster Design
IJCAI 2025
SCAN: Bootstrapping Contrastive Pre-training for Data Efficiency
ICCV 2025
ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction
ACL 2025
SCAR: Data Selection via Style Consistency-Aware Response Ranking for Efficient Instruction-Tuning of Large Language Models
ACL 2025
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
ICLR 2025
SCCD: A Session-based Dataset for Chinese Cyberbullying Detection
COLING 2025
SCENT: Robust Spatiotemporal Learning for Continuous Scientific Data via Scalable Conditioned Neural Fields
ICML 2025
Scheduling Weight Transitions for Quantization-Aware Training
ICCV 2025
Schema Generation for Large Knowledge Graphs Using Large Language Models
EMNLP 2025
ScholarBench: A Bilingual Benchmark for Abstraction, Comprehension, and Reasoning Evaluation in Academic Contexts
EMNLP 2025
ScholarGEC: Enhancing Controllability of Large Language Model for Chinese Academic Grammatical Error Correction
AAAI 2025
Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers
ICML 2025
SciBERT Meets Contrastive Learning: A Solution for Scientific Hallucination Detection
ACL 2025