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)
Training-free LLM-generated Text Detection by Mining Token Probability Sequences
ICLR 2025
Training-free LLM Merging for Multi-task Learning
ACL 2025
Training High Performance Spiking Neural Network by Temporal Model Calibration
ICML 2025
Training Language Models on Synthetic Edit Sequences Improves Code Synthesis
ICLR 2025
Training LayoutLM from Scratch for Efficient Named-Entity Recognition in the Insurance Domain
COLING 2025
Training LLMs for Optimization Modeling via Iterative Data Synthesis and Structured Validation
EMNLP 2025
Training Long-Context LLMs Efficiently via Chunk-wise Optimization
ACL 2025
Training on the Benchmark Is Not All You Need
AAAI 2025
Training Robust Ensembles Requires Rethinking Lipschitz Continuity
ICLR 2025
Training Software Engineering Agents and Verifiers with SWE-Gym
ICML 2025
Training Strategies for Efficient Embodied Reasoning
CoRL 2025
Training Text-to-Molecule Models with Context-Aware Tokenization
EMNLP 2025
Training with Confidence: Catching Silent Errors in Deep Learning Training with Automated Proactive Checks
OSDI 2025
Training with Fewer Bits: Unlocking Edge LLMs Training with Stochastic Rounding
EMNLP 2025
Train It and Forget It: Merge Lists are Unnecessary for BPE Inference in Language Models
EMNLP 2025
Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models
ICLR 2025
Trajectory-LLM: A Language-based Data Generator for Trajectory Prediction in Autonomous Driving
ICLR 2025
Transferable-Guided Attention is All You Need for Video Domain Adaptation
WACV 2025
Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval
EMNLP 2025
Transfer Learning for Nonparametric Contextual Dynamic Pricing
ICML 2025
Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract)
AAAI 2025
Transferring Textual Preferences to Vision-Language Understanding through Model Merging
ACL 2025
Transformed Low-rank Adaptation via Tensor Decomposition and Its Applications to Text-to-image Models
ICCV 2025
Transformer-Squared: Self-adaptive LLMs
ICLR 2025
Transforming Causal LLM into MLM Encoder for Detecting Social Media Manipulation in Telegram
ACL 2025