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)
IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization
ACL 2025
IoTMigrator: LLM-driven Embedded IoT Code Migration across Different OSes for Cloud-device Integration
EMNLP 2025
IP-Dialog: Evaluating Implicit Personalization in Dialogue Systems with Synthetic Data
EMNLP 2025
IPR: Intelligent Prompt Routing with User-Controlled Quality-Cost Trade-offs
EMNLP 2025
IQA-Adapter: Exploring Knowledge Transfer from Image Quality Assessment to Diffusion-based Generative Models
ICCV 2025
IRIS: Interpretable Retrieval-Augmented Classification for Long Interspersed Document Sequences
ACL 2025
IRIS-VIS: A New Dataset for Visibility Estimation in an Industrial Environment
WACV 2025
IRR: Image Review Ranking Framework for Evaluating Vision-Language Models
COLING 2025
ISACL: Internal State Analyzer for Copyrighted Training Data Leakage
EMNLP 2025
Is Large-scale Pretraining the Secret to Good Domain Generalization?
ICLR 2025
Is Less More? Exploring Token Condensation as Training-free Test-time Adaptation
ICCV 2025
Is linguistically-motivated data augmentation worth it?
ACL 2025
Is LLMs Hallucination Usable? LLM-based Negative Reasoning for Fake News Detection
AAAI 2025
I Speak for the Árboles: Developing a Dependency Treebank for Spanish L2 and Heritage Speakers
ACL 2025
Is this Chatbot Trying to Sell Something? Towards Oversight of Chatbot Sales Tactics
EMNLP 2025
Is your benchmark truly adversarial? AdvScore: Evaluating Human-Grounded Adversarialness
NAACL 2025
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist
ICLR 2025
IT$^3$: Idempotent Test-Time Training
ICML 2025
iTBLS: A Dataset of Interactive Conversations Over Tabular Information
ACL 2025
Iterative Counterfactual Data Augmentation
AAAI 2025
Iterative Sparse Attention for Long-sequence Recommendation
AAAI 2025
Iterative Structured Knowledge Distillation: Optimizing Language Models Through Layer-by-Layer Distillation
COLING 2025
IterIS: Iterative Inference-Solving Alignment for LoRA Merging
CVPR 2025
It Helps to Take a Second Opinion: Teaching Smaller LLMs To Deliberate Mutually via Selective Rationale Optimisation
ICLR 2025
It Is Not Only the Negative that Deserves Attention! Understanding, Generation & Evaluation of (Positive) Moderation
NAACL 2025