Models
20,488 papers (23 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Generative Models (8,597)
Diffusion Models (6,478)
Large Language Models (2,815)
Variational Inference (2,186)
Vision-Language Models (839)
Language Models (763)
Foundation Models (330)
Language Modeling (92)
Variational Autoencoders (67)
Neural Radiance Fields (46)
Sequence-to-Sequence (42)
Variational Autoencoder (24)
Papers per year
2
1
2
10
11
10
13
21
25
32
42
29
68
99
237
538
946
1,088
1,362
1,486
2,589
4,304
5,567
2,006
'5
'10
'15
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'25
Papers (including subtopics)
From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens
EMNLP 2025
From Calculation to Adjudication: Examining LLM Judges on Mathematical Reasoning Tasks
ACL 2025
From Complexity to Clarity: AI/NLP’s Role in Regulatory Compliance
ACL 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts
ACL 2025
From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
CVPR 2025
From Enhancement to Understanding: Build a Generalized Bridge for Low-light Vision via Semantically Consistent Unsupervised Fine-tuning
ICCV 2025
From Faces to Voices: Learning Hierarchical Representations for High-quality Video-to-Speech
CVPR 2025
From Feature Interaction to Feature Generation: A Generative Paradigm of CTR Prediction Models
ICML 2025
From General Reward to Targeted Reward: Improving Open-ended Long-context Generation Models
EMNLP 2025
From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration
CVPR 2025
From Image to Video: An Empirical Study of Diffusion Representations
ICCV 2025
From Informal to Formal – Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs
ACL 2025
From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization
ACL 2025
From Knowledge to Treatment: Large Language Model Assisted Biomedical Concept Representation for Drug Repurposing
EMNLP 2025
From Lists to Emojis: How Format Bias Affects Model Alignment
ACL 2025
From Measurement to Mitigation: Exploring the Transferability of Debiasing Approaches to Gender Bias in Maltese Language Models
ACL 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment
ACL 2025
From One to More: Contextual Part Latents for 3D Generation
ICCV 2025
From Parameters to Performance: A Data-Driven Study on LLM Structure and Development
EMNLP 2025
From Perceptions to Decisions: Wildfire Evacuation Decision Prediction with Behavioral Theory-informed LLMs
ACL 2025
From Prompt to Progression: Taming Video Diffusion Models for Seamless Attribute Transition
ICCV 2025
From Recall to Creation: Generating Follow-Up Questions Using Bloom’s Taxonomy and Grice’s Maxims
ACL 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
ICCV 2025
From Representation Space to Prognostic Insights: Whole Slide Image Generation with Hierarchical Diffusion Model for Survival Prediction
AAAI 2025
From Reusing to Forecasting: Accelerating Diffusion Models with TaylorSeers
ICCV 2025