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)
Language Models as Knowledge Embeddings
IJCAI 2022
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents
ICML 2022
Language Models of Code are Few-Shot Commonsense Learners
EMNLP 2022
Language Models that Seek for Knowledge: Modular Search & Generation for Dialogue and Prompt Completion
EMNLP 2022
Language Models Understand Us, Poorly
EMNLP 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays
AACL 2022
Language-specific interactions of vowel discrimination in noise
Interspeech 2022
Laplace Approximation Based Epistemic Uncertainty Estimation in 3D Object Detection
CoRL 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval
ACL 2022
Large Language Models are Zero-Shot Reasoners
NeurIPS 2022
Large Language Models Can Be Strong Differentially Private Learners
ICLR 2022
Large-Neighbourhood Search for Optimisation in Answer-Set Solving
AAAI 2022
Large-Scale Differentiable Causal Discovery of Factor Graphs
NeurIPS 2022
Large-Scale Differentially Private BERT
EMNLP 2022
Large Sequence Representation Learning via Multi-Stage Latent Transformers
COLING 2022
LASER: LAtent SpacE Rendering for 2D Visual Localization
CVPR 2022
Last-Mile Embodied Visual Navigation
CoRL 2022
LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles
SemEval 2022
LastResort at SemEval-2022 Task 5: Towards Misogyny Identification using Visual Linguistic Model Ensembles And Task-Specific Pretraining
SemEval 2022
Latency Control for Keyword Spotting
Interspeech 2022
Latent Diffusion Energy-Based Model for Interpretable Text Modelling
ICML 2022
Latent Hierarchical Causal Structure Discovery with Rank Constraints
NeurIPS 2022
Latent Planning via Expansive Tree Search
NeurIPS 2022
Latent Space Explanation by Intervention
AAAI 2022
Latent Variable Sequential Set Transformers for Joint Multi-Agent Motion Prediction
ICLR 2022