Core AI
68,645 papers (13 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Multimodal Learning (14,926)
Large Language Models (9,515)
Interpretability (8,292)
Foundation Models (5,277)
Agent Systems (4,710)
Causal Inference (3,958)
Multi-Agent Systems (3,842)
AI Safety (3,602)
Planning (3,482)
Reasoning (3,360)
Human-AI Interaction (2,465)
Model Compression (2,258)
Natural Language Processing (2,186)
Responsible AI (2,130)
Computer Vision (1,901)
Game AI (1,846)
Reinforcement Learning (1,698)
Adversarial Learning (1,500)
Autonomous Vehicles (1,488)
Language (1,345)
Fairness (1,279)
Game Theory (1,129)
Robotics (1,087)
Dialogue Systems (1,066)
Efficient Computing (956)
Vision-Language Models (928)
Knowledge Graph (735)
Procedural Generation (709)
Trajectory Prediction (676)
Evaluation (655)
Privacy (617)
Natural Language Generation (573)
Information Retrieval (541)
Memory (526)
Decision Making (480)
Safety (474)
Knowledge Representation (409)
Knowledge (386)
Information Extraction (378)
Speech Processing (310)
Knowledge Graphs (282)
Security (256)
Uncertainty Quantification (246)
Representation Learning (239)
Retrieval-Augmented Generation (225)
Knowledge Editing (200)
Question Answering (199)
Attention (198)
Robustness (186)
Knowledge Distillation (185)
Code Generation (168)
Explainability (142)
Brain-Computer Interface (141)
Neural Networks (136)
Anomaly Detection (132)
Automated Reasoning (84)
Natural Language Understanding (81)
Multi-Lingual Learning (79)
Education (64)
Machine Translation (57)
Learning Paradigms (57)
Speech Recognition (55)
Risk Management (51)
Visual Question Answering (49)
Communication (35)
Motion Analysis (32)
Natural Language Inference (29)
Sentiment Analysis (19)
Representation (17)
Papers per year
1
4
10
1
11
82
89
98
89
99
120
153
269
217
273
416
1,053
1,809
3,137
4,063
4,997
5,940
7,896
12,509
17,181
8,128
2000
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'10
'15
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'25
Papers (including subtopics)
Multi-Agent Corridor Reasoning for Multi-Agent Path Finding
AAAI 2026
Multi-agent In-context Coordination via Decentralized Memory Retrieval
AAAI 2026
Multi-Agent Orchestration for Terminology-Constrained Machine Translation in Industrial Localization
ACL 2026
Multi-Agent Path Finding with Unassigned Agents (MAPFUA)
AAAI 2026
Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement
EACL 2026
Multi-Agent Reasoning Improves Compute Efficiency: Pareto-Optimal Test-Time Scaling
ACL 2026
Multi-Agent Reinforcement Learning for Modeling, Simulating, and Optimizing Energy Markets
AAAI 2026
Multi-Agent RL with Invisible Collaborators: Marginal Advantage Estimation for Indirect Cooperation
UAI 2026
Multi-Agent Undercover Gaming: Hallucination Removal Through Counterfactual Test for Multimodal Reasoning
AAAI 2026
Multi-Agent VLMs Guided Self-Training with PNU Loss for Low-Resource Offensive Content Detection
AAAI 2026
Multi-Armed Bandits Meet Large Language Models
AAAI 2026
Multi-Aspect Cross-modal Quantization for Generative Recommendation
AAAI 2026
MultiBanana: A Challenging Benchmark for Multi-Reference Text-to-Image Generation
CVPR 2026
MULTIBENCH++: A Unified and Comprehensive Multimodal Fusion Benchmarking Across Specialized Domains
AAAI 2026
MulTiCast: A Multimodal Time Series Forecasting System
AAAI 2026
Multi-component Causal Tracing in Large Language Models
ACL 2026
Multi-Constraint State Tracking with Negation: A Diagnostic Benchmark for LLM World Modeling
ACL 2026
Multi-Crit: Benchmarking Multimodal Judges on Pluralistic Criteria-Following
CVPR 2026
Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces
AAAI 2026
Multi-District School Choice: Playing on Several Fields
AAAI 2026
Multi-Faceted Attack: Exposing Cross-Model Vulnerabilities in Defense-Equipped Vision-Language Models
AAAI 2026
MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application
ACL 2026
Multi-Grained Text-Guided Image Fusion for Multi-Exposure and Multi-Focus Scenarios
WACV 2026
Multigranular Evaluation for Brain Visual Decoding
AAAI 2026
Multi-Granularity Semantic Revision for Large Language Model Distillation
ACL 2026