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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

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11
99
273
4,063
17,181
2000
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Papers (including subtopics)

Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer ACL 2022 LexGLUE: A Benchmark Dataset for Legal Language Understanding in English ACL 2022 Lexical Generalization Improves with Larger Models and Longer Training EMNLP 2022 Lexical Knowledge Internalization for Neural Dialog Generation ACL 2022 Lexical Simplification in Foreign Language Learning: Creating Pedagogically Suitable Simplified Example Sentences EMNLP 2022 Lexicographic Entailment, Syntax Splitting and the Drowning Problem IJCAI 2022 Lexicographic Multi-Objective Reinforcement Learning IJCAI 2022 Lexicon of Changes: Towards the Evaluation of Diachronic Semantic Shift in Chinese ACL 2022 Lexi: Self-Supervised Learning of the UI Language EMNLP 2022 LGT-Net: Indoor Panoramic Room Layout Estimation With Geometry-Aware Transformer Network CVPR 2022 Lidar Line Selection with Spatially-Aware Shapley Value for Cost-Efficient Depth Completion CoRL 2022 LieGG: Studying Learned Lie Group Generators NeurIPS 2022 Life after BERT: What do Other Muppets Understand about Language? ACL 2022 Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting NeurIPS 2022 Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora ACL 2022 Lifting in multi-agent systems under uncertainty UAI 2022 LIGS: Learnable Intrinsic-Reward Generation Selection for Multi-Agent Learning ICLR 2022 LILA: A Unified Benchmark for Mathematical Reasoning EMNLP 2022 LIMESegment: Meaningful, Realistic Time Series Explanations AISTATS 2022 Limited Memory Influence Diagrams for Attribute Statistical Process Control with Variable Sample Sizes PGM 2022 LIMREF: Local Interpretable Model Agnostic Rule-Based Explanations for Forecasting, with an Application to Electricity Smart Meter Data AAAI 2022 Linear Adversarial Concept Erasure ICML 2022 Linear Combinatorial Semi-Bandit with Causally Related Rewards IJCAI 2022 Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness ICML 2022 Linearizing contextual bandits with latent state dynamics UAI 2022