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
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'25
Papers (including subtopics)
LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models
AAAI 2026
Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification
AAAI 2026
Lifelong Domain Adaptive 3D Human Pose Estimation
AAAI 2026
LIFT and PLACE: A Simple, Stable, and Effective Knowledge Distillation Framework for Lightweight Diffusion Models
CVPR 2026
Light but Sharp: SlimSTAD for Real-Time Action Detection from Sensor Data
AAAI 2026
Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation
AAAI 2026
Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions
EACL 2026
Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search
AAAI 2026
Linguistic Blind Spots in Clinical Decision Extraction
EACL 2026
Listen like a Teacher: Mitigating Whisper Hallucinations Using Adaptive Layer Attention and Knowledge Distillation
AAAI 2026
LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs
AAAI 2026
LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction
EACL 2026
LLM-Aligned Geographic Item Tokenization for Local-Life Recommendation
AAAI 2026
LLMC+: Benchmarking Vision-Language Model Compression with a plug-and-play Toolkit
AAAI 2026
LLM-Enhanced Energy Contrastive Learning for Out-of-Distribution Detection in Text-Attributed Graphs
AAAI 2026
LLM-Oriented Token-Adaptive Knowledge Distillation
AAAI 2026
LLM Plug-ins Are Not a Free Lunch for Clinical Time-Series Prediction
EACL 2026
LLM Targeted Underperformance Disproportionately Impacts Vulnerable Users
AAAI 2026
LM-Lexicon: Improving Definition Modeling via Harmonizing Semantic Experts
EACL 2026
Localization-Anchored Instance Discrimination for Domain Adaptive Person Search
AAAI 2026
Logic Haystacks: Probing LLMs’ Long-Context Logical Reasoning (Without Easily Identifiable Unrelated Padding)
EACL 2026
LoGIC: Multi-LoRA Guided Importance Consensus for Multi-Task Pruning in Vision Transformers
AAAI 2026
Logit-Adjusted Test-Time Adaptation under Partial Class Imbalance
WACV 2026
Logits-Based Block Pruning with Affine Transformations for Large Language Models
EACL 2026
LoKI: Low-Damage Knowledge Implanting of Large Language Models
AAAI 2026