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)
Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models
ICML 2024
ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation
NeurIPS 2024
A Lie Group Approach to Riemannian Batch Normalization
ICLR 2024
AliGATr: Graph-based layout generation for form understanding
EMNLP 2024
Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering
CVPR 2024
Align and Augment: Generative Data Augmentation for Compositional Generalization
EACL 2024
Align before Attend: Aligning Visual and Textual Features for Multimodal Hateful Content Detection
EACL 2024
AlignBench: Benchmarking Chinese Alignment of Large Language Models
ACL 2024
AlignCap: Aligning Speech Emotion Captioning to Human Preferences
EMNLP 2024
AlignDiff: Aligning Diverse Human Preferences via Behavior-Customisable Diffusion Model
ICLR 2024
AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations
EMNLP 2024
Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment
AAAI 2024
Aligner: Efficient Alignment by Learning to Correct
NeurIPS 2024
Aligners: Decoupling LLMs and Alignment
EMNLP 2024
Aligning and Prompting Everything All at Once for Universal Visual Perception
CVPR 2024
Aligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback
NAACL 2024
Aligning Audio-Visual Joint Representations with an Agentic Workflow
NeurIPS 2024
Aligning Diffusion Behaviors with Q-functions for Efficient Continuous Control
NeurIPS 2024
Aligning Diffusion Models by Optimizing Human Utility
NeurIPS 2024
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem
NeurIPS 2024
Aligning Geometric Spatial Layout in Cross-View Geo-Localization via Feature Recombination
AAAI 2024
Aligning Individual and Collective Objectives in Multi-Agent Cooperation
NeurIPS 2024
Aligning Language Models to Explicitly Handle Ambiguity
EMNLP 2024
Aligning Large and Small Language Models via Chain-of-Thought Reasoning
EACL 2024
Aligning Large Language Models for Controllable Recommendations
ACL 2024