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 Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation
ACL 2026
Beyond Majority Voting: Towards Fine-grained and More Reliable Reward Signal for Test-Time Reinforcement Learning
ACL 2026
Beyond Markovian Forgetfulness: Episodic Memory for Reasoning-Intensive Retrieval
ACL 2026
Beyond Matching to Tiles: Bridging Unaligned Aerial and Satellite Views for Vision-Only UAV Navigation
CVPR 2026
Beyond Math: Stories as a Testbed for Memorization-Constrained Reasoning in LLMs
EACL 2026
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing
EACL 2026
Beyond Meta-Reasoning: Metacognitive Consolidation for Self-Improving LLM Reasoning
ACL 2026
Beyond Monolingual Assumptions: A Survey on Code-Switched NLP in the Era of Large Language Models across Modalities
ACL 2026
Beyond MSE: Ordinal Cross-Entropy for Probabilistic Time Series Forecasting
AAAI 2026
Beyond Multiple Choice: Evaluating Steering Vectors for Summarization
EACL 2026
Beyond Names: How Grammatical Gender Markers Bias LLM-based Educational Recommendations
EACL 2026
Beyond Neuron-Level Sparsity: Achieving Faithful and Interpretable LLMs with Mixture of Decoders
AAAI 2026
Beyond Next Token Probabilities: Learnable, Fast Detection of Hallucinations and Data Contamination on LLM Output Distributions
AAAI 2026
Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation
AAAI 2026
Beyond Noise: Characterizing Creative Potential in Unverifiable LLM Hallucinations
ACL 2026
Beyond One-Step Distillation: Bridging the Capacity Gap in Small Language Models via Multi-Step Knowledge Transfer
EACL 2026
Beyond Passive Critical Thinking: Fostering Proactive Questioning to Enhance Human-AI Collaboration
AAAI 2026
Beyond Passive Viewing: A Pilot Study of a Hybrid Learning Platform Augmenting Video Lectures with Conversational AI.
EACL 2026
Beyond Patches: Global-aware Autoregressive Model for Multimodal Few-Shot Font Generation
CVPR 2026
Beyond Patches: Mining Interpretable Part-Prototypes for Explainable AI
AAAI 2026
Beyond Pedagogical Principles: Multi-Horizon Preference Optimization for Efficient Socratic Tutoring
ACL 2026
Beyond Perceptual Shortcuts: Causal-Inspired Debiasing Optimization for Generalizable Video Reasoning in Lightweight MLLMs
CVPR 2026
Beyond Perplexity: Let the Reader Select Retrieval Summaries via Spectrum Projection Score
AAAI 2026
Beyond Plain Demos: A Demo-Centric Anchoring Paradigm for In-Context Learning in Alzheimer’s Disease Detection
AAAI 2026
Beyond Prompting: AI Safety Education in the Generative AI Era
AAAI 2026