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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'25
Papers (including subtopics)
Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching
ACL 2026
Beyond Ranking: Fine-Grained Diagnostics and Self-Improvement for MLLMs
ACL 2026
Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning
AAAI 2026
Beyond Realism: Learning the Art of Expressive Composition with StickerNet
WACV 2026
Beyond Real Weights: Hypercomplex Representations for Stable Quantization
WACV 2026
Beyond Rule-Based Agents: Active Markov Games for Realistic Multi-Agent Interaction in Autonomous Driving
CVPR 2026
Beyond Sample-Level Feedback: Using Reference-Level Feedback to Guide Data Synthesis
EACL 2026
Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training
ACL 2026
Beyond Scanpaths: Graph-Based Gaze Simulation in Dynamic Scenes
CVPR 2026
Beyond Self-Report: Bridging the Intention-Behavior Gap in Critical Thinking Assessment via Interpretable Multi-Agent System
ACL 2026
Beyond Semantic Search: Towards Referential Anchoring in Composed Image Retrieval
CVPR 2026
Beyond Semantics: How Temporal Biases Shapes Retrieval in Transformer and State-Space Models
EACL 2026
Beyond Sequential Tools: A Unified VLM Agent System for Photographic Post-Processing via Dynamic Multi-Expert Fusion
CVPR 2026
Beyond Simple Edits: X-Planner for Complex Instruction-Based Image Editing
AAAI 2026
Beyond Single Images: A Comprehensive Benchmark for Album-Level Vision-Language Understanding
CVPR 2026
Beyond Single-shot Writing: Deep Research Agents are Unreliable at Multi-turn Report Revision
ACL 2026
Beyond Single-Speed Reasoning: Coordinating Fast and Slow Dynamics for Efficient World Modeling
AAAI 2026
Beyond Single-Step Updates: Reinforcement Learning of Heuristics with Limited-Horizon Search
AAAI 2026
Beyond Single Transactions: D-EMAML---Dual-Edge Motif Neural Networks for Enhanced Anti-Money Laundering Detection
AAAI 2026
Beyond Single View: A Comprehensive Benchmark for Medical Multimodal Large Language Models on Multi-Image Understanding
ACL 2026
Beyond Single-View Detection: A Dual-Space Reasoning Framework for Interpretable Harmful Meme Understanding
ACL 2026
Beyond Single-View Sufficiency: CVBench for Cross-View Human Understanding
CVPR 2026
Beyond Static Alignment: Adaptive Arbitration for Semantic Incongruence in Semi-Supervised Multimodal Sentiment Analysis
ACL 2026
Beyond Static Artifacts: An Evolutionary Framework for Synthetic Claim Generation
ACL 2026
Beyond Static Benchmarks: Synthesizing Harmful Content via Persona-based Simulation for Robust Evaluation
ACL 2026