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)
Towards Agents That Exhibit Human-Like Autonomy in Complex Environments
AAAI 2026
Towards Aligned and Efficient Large Language Models
AAAI 2026
Towards a Mechanistic Understanding of Large Reasoning Models: A Survey of Training, Inference, and Failures
ACL 2026
Towards an Incremental Unified Multimodal Anomaly Detection: Augmenting Multimodal Denoising From an Information Bottleneck Perspective
CVPR 2026
Towards an Ontology-Driven Approach to Document Bias (Abstract Reprint)
AAAI 2026
Towards Authentic Movie Dubbing with Retrieve-Augmented Director-Actor Interaction Learning
AAAI 2026
Towards Autonomous UAV Visual Object Search in City Space: Benchmark and Agentic Methodology
AAAI 2026
Towards Balanced Multi-Modal Learning in 3D Human Pose Estimation
CVPR 2026
Towards Benchmarking Privacy Vulnerabilities in Selective Forgetting with Large Language Models
AAAI 2026
Toward Scalable Verifiable Reward: Proxy State-Based Evaluation for Multi-turn Tool-Calling LLM Agents
ACL 2026
Towards Capable and Secure Autonomous Computer-Use Agents (Student Abstract)
AAAI 2026
Towards Closed-Loop Embodied Empathy Evolution: Probing LLM-Centric Lifelong Empathic Motion Generation in Unseen Scenarios
AAAI 2026
Towards Continually-Evolving AI: Selective and Expandable Multimodal Memory System
AAAI 2026
Towards Cross-Modal Preservation, Consistency and Alignment for Privacy-Preserving Visible-Infrared Person Re-Identification
CVPR 2026
Toward Secure Tuning: Mitigating Security Risks from Instruction Fine-Tuning
ACL 2026
Towards Effective and Efficient Multi-Agent Language Model Systems: Foundations, Prospects, and Applications
ACL 2026
Towards Effective Code-Integrated Reasoning
AAAI 2026
Towards Effective Offensive Security LLM Agents: Hyperparameter Tuning, LLM as a Judge, and a Lightweight CTF Benchmark
AAAI 2026
Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models
AAAI 2026
Towards Efficient and Effective Diffusion Language Model Inference via Semantic-Aware Adaptive Denoising
ACL 2026
Towards Efficient and Robust Manipulation via Multi-Frame Vision-Language-Action Modeling
AAAI 2026
Towards Explainable Diagnosis: A Self-learned Explanatory Knowledge Base Approach
ACL 2026
Towards Fine-Grained Adaptation of CLIP via a Self-Trained Alignment Score
WACV 2026
Towards Fine-Grained and Multi-Granular Contrastive Language-Speech Pre-training
ACL 2026
Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion
ACL 2026