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)
A Generalizable Theory-Driven Agent-Based Framework to Study Conflict-Induced Forced Migration
AAAI 2024
A General Protocol to Probe Large Vision Models for 3D Physical Understanding
NeurIPS 2024
A General Search-Based Framework for Generating Textual Counterfactual Explanations
AAAI 2024
A General Theoretical Framework for Learning Smallest Interpretable Models
AAAI 2024
A General Theoretical Paradigm to Understand Learning from Human Preferences
AISTATS 2024
A Generative Approach for Wikipedia-Scale Visual Entity Recognition
CVPR 2024
A Generic Method for Fine-grained Category Discovery in Natural Language Texts
EMNLP 2024
AgentBank: Towards Generalized LLM Agents via Fine-Tuning on 50000+ Interaction Trajectories
EMNLP 2024
AgentBench: Evaluating LLMs as Agents
ICLR 2024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents
NeurIPS 2024
AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents
NeurIPS 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models
ACL 2024
Agent Instructs Large Language Models to be General Zero-Shot Reasoners
ICML 2024
Agentive Permissions in Multiagent Systems
IJCAI 2024
Agent Lumos: Unified and Modular Training for Open-Source Language Agents
ACL 2024
Agent Planning with World Knowledge Model
NeurIPS 2024
AgentPoison: Red-teaming LLM Agents via Poisoning Memory or Knowledge Bases
NeurIPS 2024
Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
ACL 2024
AgentQuest: A Modular Benchmark Framework to Measure Progress and Improve LLM Agents
NAACL 2024
AgentReview: Exploring Peer Review Dynamics with LLM Agents
EMNLP 2024
AgentsCourt: Building Judicial Decision-Making Agents with Court Debate Simulation and Legal Knowledge Augmentation
EMNLP 2024
Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast
ICML 2024
Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs
ICML 2024
AgentTuning: Enabling Generalized Agent Abilities for LLMs
ACL 2024
AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors
ICLR 2024