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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'10
'15
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'25
Papers (including subtopics)
COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content
ACL 2025
CogLM: Tracking Cognitive Development of Large Language Models
NAACL 2025
CogMath: Assessing LLMs’ Authentic Mathematical Ability from a Human Cognitive Perspective
ICML 2025
COGNAC at CQs-Gen 2025: Generating Critical Questions with LLM-Assisted Prompting and Multiple RAG Variants
ACL 2025
CogNav: Cognitive Process Modeling for Object Goal Navigation with LLMs
ICCV 2025
CogniBench: A Legal-inspired Framework and Dataset for Assessing Cognitive Faithfulness of Large Language Models
ACL 2025
CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information
AAAI 2025
Cognitive Bias and Reassignment: Who Can Contribute High Quality LLM Data
AAAI 2025
Cognitive Biases, Task Complexity, and Result Interpretability in Large Language Models
COLING 2025
Cognitive Feedback: Decoding Human Feedback from Cognitive Signals
EMNLP 2025
Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing
AAAI 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots
NAACL 2025
Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation
EMNLP 2025
Cognitive Linguistic Identity Fusion Score (CLIFS): A Scalable Cognition‐Informed Approach to Quantifying Identity Fusion from Text
EMNLP 2025
Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback
ACL 2025
CogReact: A Reinforced Framework to Model Human Cognitive Reaction Modulated by Dynamic Intervention
ICML 2025
CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation
AAAI 2025
CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering
ACL 2025
CogSteer: Cognition-Inspired Selective Layer Intervention for Efficiently Steering Large Language Models
ACL 2025
CogTwin: A Hybrid Cognitive Architecture Framework for Adaptable and Cognitive Digital Twins
IJCAI 2025
COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition
SemEval 2025
Coherency Improved Explainable Recommendation via Large Language Model
AAAI 2025
CohEx: A Generalized Framework for Cohort Explanation
AAAI 2025
COIG-CQIA: Quality is All You Need for Chinese Instruction Fine-tuning
NAACL 2025
CoinMath: Harnessing the Power of Coding Instruction for Math LLM
ACL 2025