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)
Model-agnostic out-of-distribution detection using combined statistical tests
AISTATS 2022
Model AI Assignments 2022
AAAI 2022
Model-augmented Prioritized Experience Replay
ICLR 2022
Model-Based Diagnosis of Multi-Agent Systems: A Survey
AAAI 2022
Model-Based Imitation Learning for Urban Driving
NeurIPS 2022
Model-Based Opponent Modeling
NeurIPS 2022
Model-based RL with Optimistic Posterior Sampling: Structural Conditions and Sample Complexity
NeurIPS 2022
Model Cascading: Towards Jointly Improving Efficiency and Accuracy of NLP Systems
EMNLP 2022
Model Compression Using Optimal Transport
WACV 2022
Model Criticism for Long-Form Text Generation
EMNLP 2022
Model Distillation for Faithful Explanations of Medical Code Predictions
ACL 2022
Model Doctor: A Simple Gradient Aggregation Strategy for Diagnosing and Treating CNN Classifiers
AAAI 2022
Modeling Abstract Algebra as an OWL Ontology (Student Abstract)
AAAI 2022
Modeling Adversarial Noise for Adversarial Training
ICML 2022
Modeling Complex Dialogue Mappings via Sentence Semantic Segmentation Guided Conditional Variational Auto-Encoder
EMNLP 2022
Modeling Conditional Dependencies in Multiagent Trajectories
AISTATS 2022
Modeling Consistency Preference via Lexical Chains for Document-level Neural Machine Translation
EMNLP 2022
Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract)
AAAI 2022
Modeling Context With Linear Attention for Scalable Document-Level Translation
EMNLP 2022
Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs
AACL 2022
Modeling Hierarchical Reasoning Chains by Linking Discourse Units and Key Phrases for Reading Comprehension
COLING 2022
Modeling Information Change in Science Communication with Semantically Matched Paraphrases
EMNLP 2022
Modeling Intensification for Sign Language Generation: A Computational Approach
ACL 2022
Modeling Intra- and Inter-Modal Relations: Hierarchical Graph Contrastive Learning for Multimodal Sentiment Analysis
COLING 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction
ACL 2022