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)
From End-Users to Co-Designers: Lessons from Teachers
ACL 2025
From Evasion to Concealment: Stealthy Knowledge Unlearning for LLMs
ACL 2025
From Fairness to Infinity: Outcome-Indistinguishable (Omni)Prediction in Evolving Graphs
COLT 2025
From Foresight to Forethought: VLM-In-the-Loop Policy Steering via Latent Alignment
RSS 2025
FroM: Frobenius Norm-Based Data-Free Adaptive Model Merging
EMNLP 2025
From Generalist to Specialist: A Survey of Large Language Models for Chemistry
COLING 2025
From Head to Tail: Efficient Black-box Model Inversion Attack via Long-tailed Learning
CVPR 2025
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration
CVPR 2025
From Holistic to Localized: Local Enhanced Adapters for Efficient Visual Instruction Fine-Tuning
ICCV 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
EMNLP 2025
From In-Distribution to Out-of-Distribution: Joint Loss for Improving Generalization in Software Mention and Relation Extraction
ACL 2025
From Laboratory to Real World: A New Benchmark Towards Privacy-Preserved Visible-Infrared Person Re-Identification
CVPR 2025
From Lists to Emojis: How Format Bias Affects Model Alignment
ACL 2025
From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection
ICML 2025
From Long to Lean: Performance-aware and Adaptive Chain-of-Thought Compression via Multi-round Refinement
EMNLP 2025
From Low Rank Gradient Subspace Stabilization to Low-Rank Weights: Observations, Theories, and Applications
ICML 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models
ACL 2025
From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation
ACL 2025
From PEFT to DEFT: Parameter Efficient Finetuning for Reducing Activation Density in Transformers
AAAI 2025
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings
COLING 2025
From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation
COLING 2025
From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding
ACL 2025
From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs?
EMNLP 2025
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
ICCV 2025
From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation
EMNLP 2025