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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Papers (including subtopics)
Support-set bottlenecks for video-text representation learning
ICLR 2021
Surface Form Competition: Why the Highest Probability Answer Isn’t Always Right
EMNLP 2021
SurFree: A Fast Surrogate-Free Black-Box Attack
CVPR 2021
Surprisal Estimators for Human Reading Times Need Character Models
ACL 2021
Surprisingly Robust In-Hand Manipulation: An Empirical Study
RSS 2021
Surrogate Gradient Field for Latent Space Manipulation
CVPR 2021
SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data
NeurIPS 2021
Survival of the strictest: Stable and unstable equilibria under regularized learning with partial information
COLT 2021
Sustainable Modular Debiasing of Language Models
EMNLP 2021
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events
CVPR 2021
SWAG: Superpixels Weighted by Average Gradients for Explanations of CNNs
WACV 2021
SWEAT: Scoring Polarization of Topics across Different Corpora
EMNLP 2021
Swiss-Judgment-Prediction: A Multilingual Legal Judgment Prediction Benchmark
EMNLP 2021
Swords: A Benchmark for Lexical Substitution with Improved Data Coverage and Quality
NAACL 2021
Symbol Grounding and Task Learning from Imperfect Corrections
ACL 2021
Symbolic Music Generation with Transformer-GANs
AAAI 2021
Symbolic Search for Optimal Total-Order HTN Planning
AAAI 2021
Symbolic Search for Oversubscription Planning
AAAI 2021
SyMetric: Measuring the Quality of Learnt Hamiltonian Dynamics Inferred from Vision
NeurIPS 2021
Symmetric Component Caching for Model Counting on Combinatorial Instances
AAAI 2021
Symmetry-Aware Actor-Critic for 3D Molecular Design
ICLR 2021
Symmetry Breaking for k-Robust Multi-Agent Path Finding
AAAI 2021
Synchronic Fortition in Five Romance Languages? A Large Corpus-Based Study of Word-Initial Devoicing
Interspeech 2021
Synchronising Speech Segments with Musical Beats in Mandarin and English Singing
Interspeech 2021
Synchronous Syntactic Attention for Transformer Neural Machine Translation
ACL 2021