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)
Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance
EMNLP 2025
Reasoning-Enhanced Healthcare Predictions with Knowledge Graph Community Retrieval
ICLR 2025
Reasoning Enhanced Missing Knowledge Retrieval Augmented Generation Framework for Domain Specific Question Answering
IJCNLP 2025
Reasoning-Enhanced Retrieval for Misconception Prediction: A RAG-Inspired Approach with LLMs
AACL 2025
Reasoning for Translation: Comparative Analysis of Chain-of-Thought and Tree-of-Thought Prompting for LLM Translation
ACL 2025
Reasoning Graph Enhanced Exemplars Retrieval for In-Context Learning
COLING 2025
Reasoning in Visual Navigation of End-to-end Trained Agents: A Dynamical Systems Approach
CVPR 2025
Reasoning is All You Need for Video Generalization: A Counterfactual Benchmark with Sub-question Evaluation
ACL 2025
Reasoning Knowledge Filter for Logical Table-to-Text Generation
COLING 2025
Reasoning Limitations of Multimodal Large Language Models. A case study of Bongard Problems
ICML 2025
Reasoning Mamba: Hypergraph-Guided Region Relation Calculating for Weakly Supervised Affordance Grounding
CVPR 2025
Reasoning Models Reason Well, Until They Don’t
IJCNLP 2025
Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills
EMNLP 2025
Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
ICLR 2025
Reasoning or Memorization? Investigating LLMs’ Capability in Restoring Chinese Internet Homophones
ACL 2025
Reasoning over Uncertain Text by Generative Large Language Models
AAAI 2025
Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges
IJCNLP 2025
ReasoningRec: Bridging Personalized Recommendations and Human-Interpretable Explanations through LLM Reasoning
NAACL 2025
Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation
ICML 2025
Reasoning to Attend: Try to Understand How <SEG> Token Works
CVPR 2025
Reasoning-to-Defend: Safety-Aware Reasoning Can Defend Large Language Models from Jailbreaking
EMNLP 2025
Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives
ACL 2025
Reasoning under Uncertainty: Efficient LLM Inference via Unsupervised Confidence Dilution and Convergent Adaptive Sampling
EMNLP 2025
ReasoningWeekly: A General Knowledge and Verbal Reasoning Challenge for Large Language Models
IJCNLP 2025
Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning
ACL 2025