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)
Only Train Once: A One-Shot Neural Network Training And Pruning Framework
NeurIPS 2021
On Model Calibration for Long-Tailed Object Detection and Instance Segmentation
NeurIPS 2021
On Path Integration of Grid Cells: Group Representation and Isotropic Scaling
NeurIPS 2021
On Position Embeddings in BERT
ICLR 2021
On Pursuit of Designing Multi-modal Transformer for Video Grounding
EMNLP 2021
On Query-efficient Planning in MDPs under Linear Realizability of the Optimal State-value Function
COLT 2021
On Recovering from Modeling Errors Using Testing Bayesian Networks
ICML 2021
On Reinforcement Learning with Adversarial Corruption and Its Application to Block MDP
ICML 2021
On Releasing Annotator-Level Labels and Information in Datasets
EMNLP 2021
On Sample Based Explanation Methods for NLP: Faithfulness, Efficiency and Semantic Evaluation
ACL 2021
On Smoother Attributions using Neural Stochastic Differential Equations
IJCAI 2021
On Success and Simplicity: A Second Look at Transferable Targeted Attacks
NeurIPS 2021
On the Approximation of Nash Equilibria in Sparse Win-Lose Multi-player Games
AAAI 2021
On the Benefit of Syntactic Supervision for Cross-lingual Transfer in Semantic Role Labeling
EMNLP 2021
On the Calibration and Uncertainty of Neural Learning to Rank Models for Conversational Search
EACL 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings
EMNLP 2021
On the Complexity of Finding Justifications for Collective Decisions
AAAI 2021
On the Convergence of Prior-Guided Zeroth-Order Optimization Algorithms
NeurIPS 2021
On the Critical Role of Conventions in Adaptive Human-AI Collaboration
ICLR 2021
On the differences between BERT and MT encoder spaces and how to address them in translation tasks
ACL 2021
On the Difficulty of Segmenting Words with Attention
EMNLP 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation
ACL 2021
On the effects of quantisation on model uncertainty in Bayesian neural networks
UAI 2021
On the Efficacy of Adversarial Data Collection for Question Answering: Results from a Large-Scale Randomized Study
ACL 2021
On the Evaluation of Vision-and-Language Navigation Instructions
EACL 2021