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)
On-Policy Model Errors in Reinforcement Learning
ICLR 2022
On Preferences and Priority Rules in Abstract Argumentation
IJCAI 2022
On Preferred Abductive Explanations for Decision Trees and Random Forests
IJCAI 2022
On Quantifying Literals in Boolean Logic and its Applications to Explainable AI (Extended Abstract)
IJCAI 2022
On Reinforcement Learning and Distribution Matching for Fine-Tuning Language Models with no Catastrophic Forgetting
NeurIPS 2022
On Robust Prefix-Tuning for Text Classification
ICLR 2022
On testability of the front-door model via Verma constraints
UAI 2022
On Testing for Discrimination Using Causal Models
AAAI 2022
On the Adversarial Robustness of Causal Algorithmic Recourse
ICML 2022
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC)
JMLR 2022
On The Arabic Dialects’ Identification: Overcoming Challenges of Geographical Similarities Between Arabic dialects and Imbalanced Datasets
EMNLP 2022
On the Channel Pruning using Graph Convolution Network for Convolutional Neural Network Acceleration
IJCAI 2022
On the Complementarity of Images and Text for the Expression of Emotions in Social Media
ACL 2022
On the Complexity of Enumerating Prime Implicants from Decision-DNNF Circuits
IJCAI 2022
On the Complexity of Inductively Learning Guarded Clauses
AAAI 2022
On the Computational Complexity of Model Reconciliations
IJCAI 2022
On the Convergence of Certified Robust Training with Interval Bound Propagation
ICLR 2022
On the Convergence of Continuous Constrained Optimization for Structure Learning
AISTATS 2022
On the Convergence of Fictitious Play: A Decomposition Approach
IJCAI 2022
On the convergence of policy gradient methods to Nash equilibria in general stochastic games
NeurIPS 2022
On the Convergence of Stochastic Extragradient for Bilinear Games using Restarted Iteration Averaging
AISTATS 2022
On the Convergence of the Shapley Value in Parametric Bayesian Learning Games
ICML 2022
On the Cusp of Comprehensibility: Can Language Models Distinguish Between Metaphors and Nonsense?
EMNLP 2022
On the difficulty of learning chaotic dynamics with RNNs
NeurIPS 2022
On the Discrimination Risk of Mean Aggregation Feature Imputation in Graphs
NeurIPS 2022