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)
SPARC: An AI-Based Speech Processing and Real-Time Correction System
IJCAI 2025
SPaRC: A Spatial Pathfinding Reasoning Challenge
EMNLP 2025
SpaRE: Enhancing Spatial Reasoning in Vision-Language Models with Synthetic Data
ACL 2025
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning
EMNLP 2025
SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents
EMNLP 2025
Sparks of Tabular Reasoning via Text2SQL Reinforcement Learning
ACL 2025
SparQLe: Speech Queries to Text Translation Through LLMs
ACL 2025
Sparse Activation Editing for Reliable Instruction Following in Narratives
EMNLP 2025
Sparse Activations as Conformal Predictors
AISTATS 2025
SparseAlign: a Fully Sparse Framework for Cooperative Object Detection
CVPR 2025
Sparse Autoencoder Features for Classifications and Transferability
EMNLP 2025
Sparse Autoencoders Do Not Find Canonical Units of Analysis
ICLR 2025
Sparse Autoencoders for Hypothesis Generation
ICML 2025
Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models
ICLR 2025
Sparse Causal Effect Estimation using Two-Sample Summary Statistics in the Presence of Unmeasured Confounding
AISTATS 2025
Sparse components distinguish visual pathways & their alignment to neural networks
ICLR 2025
Sparse-Dense Side-Tuner for efficient Video Temporal Grounding
ICCV 2025
Sparse Feature Circuits: Discovering and Editing Interpretable Causal Graphs in Language Models
ICLR 2025
Sparse Latents Steer Retrieval-Augmented Generation
ACL 2025
Sparse Logit Sampling: Accelerating Knowledge Distillation in LLMs
ACL 2025
SparseLoRA: Accelerating LLM Fine-Tuning with Contextual Sparsity
ICML 2025
SparseMM: Head Sparsity Emerges from Visual Concept Responses in MLLMs
ICCV 2025
Sparse Neurons Carry Strong Signals of Question Ambiguity in LLMs
EMNLP 2025
Sparse Rewards Can Self-Train Dialogue Agents
ACL 2025
Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs
ACL 2025