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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Papers (including subtopics)
Beyond Invisibility: Learning Robust Visible Watermarks for Stronger Copyright Protection
UAI 2025
Beyond Label Semantics: Language-Guided Action Anatomy for Few-shot Action Recognition
ICCV 2025
Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix
ICLR 2025
Beyond Linear Steering: Unified Multi-Attribute Control for Language Models
EMNLP 2025
Beyond Logit Lens: Contextual Embeddings for Robust Hallucination Detection & Grounding in VLMs
NAACL 2025
Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation
ACL 2025
Beyond Mandatory Federations: Balancing Egoism, Utilitarianism and Egalitarianism in Mixed-Motive Games
AAAI 2025
Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation
ICML 2025
Beyond Memorization: Assessing Semantic Generalization in Large Language Models Using Phrasal Constructions
IJCNLP 2025
Beyond Mere Token Analysis: A Hypergraph Metric Space Framework for Defending Against Socially Engineered LLM Attacks
ICLR 2025
Beyond Message Passing: Neural Graph Pattern Machine
ICML 2025
Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios
ACL 2025
Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification
ICLR 2025
Beyond Monotonicity: On the Convergence of Learning Algorithms in Standard Auction Games
AAAI 2025
Beyond Numeric Rewards: In-Context Dueling Bandits with LLM Agents
ACL 2025
Beyond Online Sampling: Bridging Offline-to-Online Alignment via Dynamic Data Transformation for LLMs
EMNLP 2025
Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models
EMNLP 2025
Beyond Paraphrasing: Analyzing Summarization Abstractiveness and Reasoning
EMNLP 2025
Beyond Patterns: Harnessing Causal Logic for Autonomous Driving Trajectory Prediction
IJCAI 2025
Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task
ACL 2025
Beyond Pixel Uncertainty: Bounding the OoD Objects in Road Scenes
ICCV 2025
Beyond Pointwise Scores: Decomposed Criteria-Based Evaluation of LLM Responses
EMNLP 2025
Beyond Profile: From Surface-Level Facts to Deep Persona Simulation in LLMs
ACL 2025
Beyond Prompt Engineering: A Reinforced Token-Level Input Refinement for Large Language Models
AAAI 2025
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms
ACL 2025