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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'15
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'25
Papers (including subtopics)
From Relevance to Authority: Authority-aware Generative Retrieval in Web Search Engines
ACL 2026
From Representation to Reasoning: Toward General-Purpose Visual Intelligence
AAAI 2026
From Sampling to Cognition: Modeling Internal Cognitive Confidence in Language Models for Robust Uncertainty Calibration
AAAI 2026
From Scene to Object: Enhancing Open-Vocabulary Object Detection via Foreground-Background Context Reasoning
AAAI 2026
From Selection to Refinement: Iterative Optimization for Instruction Data
ACL 2026
From Sentences to Proof Trees: Leveraging Language Models for Structured Reasoning
EACL 2026
From Short Video to Clickable Search: RLVR-Enabled Listwise Query Suggestion with Retrieval-Augmented Context
ACL 2026
From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions
AAAI 2026
From Solver to Tutor: Evaluating the Pedagogical Intelligence of LLMs with KMP-Bench
AAAI 2026
From Stimuli to Minds: Enhancing Psychological Reasoning in LLMs via Bilateral Reinforcement Learning
AAAI 2026
From Street to Orbit: Training-Free Cross-View Retrieval via Location Semantics and LLM Guidance
WACV 2026
From Subtle to Significant: Prompt-Driven Self-Improving Optimization in Test-Time Graph OOD Detection
AAAI 2026
From Synthesis to Clinical Assistance: A Strategy-Aware Agent Framework for Autism Intervention based on Real Clinical Dataset
ACL 2026
From TDMA to CDMA: A Multi-bit Watermark for Diffusion Language Models
ACL 2026
From TextBlob to LLM Agents: Sentiment Model Selection for B2B Technical Support with CSAT Ground Truth
ACL 2026
From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design
AAAI 2026
From Tokens to Latent States: Leveraging Pre-trained Language Models for Improving Partially Observable Reinforcement Learning
AAAI 2026
From Trajectories to Graphs: Contract-Checked Editing for Verifier-Guided LLM Reasoning
ACL 2026
From Trust to Compromise: Outcome-Verified LLM Phishing Simulation and Real-Time Defense
ACL 2026
From Verbatim to Gist: Distilling Pyramidal Multimodal Memory via Semantic Information Bottleneck for Long-Horizon Video Agents
ACL 2026
From Weights to Activations: Is Steering the Next Frontier of Adaptation?
ACL 2026
From Where Things Are to What They Are For: Benchmarking Spatial-Functional Intelligence in Multimodal LLMs
CVPR 2026
From Where Words Come: Efficient Regularization of Code Tokenizers Through Source Attribution
ACL 2026
From Woofs to Words: Towards Intelligent Robotic Guide Dogs with Verbal Communication
AAAI 2026
From Words to Pixels: A Comprehensive Survey on Large Language Models in Visual Segmentation
ACL 2026