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
'5
'10
'15
'20
'25
Papers (including subtopics)
Beyond Bounds: Quantifying the Probability of Counterfactual Fairness
UAI 2026
Beyond Caption-Based Queries in Video Moment Retrieval
CVPR 2026
Beyond [CLS] Token: Query-Driven Token-Level Forgery Purification for Generalizable Deepfake Detection
CVPR 2026
Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation
ACL 2026
Beyond Counting: Evaluating Abstract and Emotional Reasoning in Vision-Language Models
AAAI 2026
Beyond Detection: Evaluating Fallacy Awareness of LLMs in Interactive Scenarios
ACL 2026
Beyond Detection: Exploring Evidence-based Multi-Agent Debate for Misinformation Intervention and Persuasion
AAAI 2026
Beyond Discrete Search: Divergent Thinking as Intention Optimization in Latent Space
ACL 2026
Beyond Divergent Creativity: A Human-Based Evaluation of Creativity in Large Language Models
EACL 2026
Beyond Endpoints: Path-Centric Reasoning for Vectorized Off-Road Network Extraction
CVPR 2026
Beyond End-to-End: Dynamic Chain Optimization for Private LLM Adaptation on the Edge
ACL 2026
Beyond Examples: Towards Automated Thought-level In-Context Reasoning for Large Language Models
ACL 2026
Beyond Experience Retrieval: Learning to Generate Utility-Optimized Structured Experience for Frozen LLMs
ACL 2026
Beyond Explicit Language: Plug-and-Play Visual-to-Linguistic Modeling Toward General Object Tracking
CVPR 2026
Beyond Explicit Refusals: Soft-Failure Attacks on Retrieval-Augmented Generation
ACL 2026
Beyond Faces: A Multimodal Person Clustering for Unconstrained Environments
WACV 2026
Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces
AAAI 2026
Beyond Fixed Tasks: Unsupervised Environment Design for Task-Level Pairs
AAAI 2026
Beyond Global Similarity: Multi-Conditional Retrieval for Fine-Grained Cross-Modal Understanding
CVPR 2026
Beyond Graph Model: Reliable VLM Fine-Tuning via Random Graph Adapter
CVPR 2026
Beyond "I Don’t Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty
ACL 2026
Beyond I’m Sorry, I Can’t: Dissecting Large-Language-Model Refusal
AAAI 2026
Beyond Instruction Optimization: Multi-Agent Error-Driven Class Description Refinement for LLM-Based Classification
ACL 2026
Beyond Itinerary Planning—A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks
ACL 2026
Beyond IVR: Benchmarking Customer Support LLM Agents for Business-Adherence
EACL 2026