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 Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement
ACL 2025
Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting
COLING 2025
Towards Building Human-like Smart Agents in Modern 3D Video Games (Student Abstract)
AAAI 2025
Towards Certification of Uncertainty Calibration under Adversarial Attacks
ICLR 2025
Towards Codec-LM Co-design for Neural Codec Language Models
NAACL 2025
Towards Comprehensive and Prerequisite-Free Explainer for Graph Neural Networks
IJCAI 2025
Towards Comprehensive Evaluation of Open-Source Language Models: A Multi-Dimensional, User-Driven Approach
ACL 2025
Towards Comprehensive Lecture Slides Understanding: Large-scale Dataset and Effective Method
ICCV 2025
Towards Computational Foreseeability
AAAI 2025
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning
COLING 2025
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach
ACL 2025
Towards Continual Universal Segmentation
CVPR 2025
Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey
EMNLP 2025
Towards Cost Sensitive Decision Making
AISTATS 2025
Towards counterfactual fairness through auxiliary variables
ICLR 2025
Towards Cross-Lingual Audio Abuse Detection in Low-Resource Settings with Few-Shot Learning
COLING 2025
Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models
NAACL 2025
Towards Cross-modal Backward-compatible Representation Learning for Vision-Language Models
ICCV 2025
Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era
IJCAI 2025
Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle Challenges
COLING 2025
Towards Domain-Specific Spoken Language Understanding for a Catalan Voice-Controlled Video Game
Interspeech 2025
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States
ACL 2025
Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients
CVPR 2025
Towards Effective Evaluations and Comparisons for LLM Unlearning Methods
ICLR 2025
Towards Effective Extraction and Evaluation of Factual Claims
ACL 2025