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)
Probing Linguistic Systematicity
ACL 2020
Probing Multilingual BERT for Genetic and Typological Signals
COLING 2020
Probing Multimodal Embeddings for Linguistic Properties: the Visual-Semantic Case
COLING 2020
Probing Natural Language Inference Models through Semantic Fragments
AAAI 2020
Probing Neural Dialog Models for Conversational Understanding
ACL 2020
Probing Pretrained Language Models for Lexical Semantics
EMNLP 2020
Probing Task-Oriented Dialogue Representation from Language Models
EMNLP 2020
Problems with Shapley-value-based explanations as feature importance measures
ICML 2020
Production-based Cognitive Models as a Test Suite for Reinforcement Learning Algorithms
EMNLP 2020
Program Guided Agent
ICLR 2020
Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding
ACL 2020
Program Synthesis with Pragmatic Communication
NeurIPS 2020
Progressive Relation Learning for Group Activity Recognition
CVPR 2020
Projection-Based Constrained Policy Optimization
ICLR 2020
Projective Preferential Bayesian Optimization
ICML 2020
Proper Network Interpretability Helps Adversarial Robustness in Classification
ICML 2020
Prophet Inequalities for Bayesian Persuasion
IJCAI 2020
Proportional Belief Merging
AAAI 2020
Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention
WACV 2020
ProsperAMnet at FinCausal 2020, Task 1 & 2: Modeling causality in financial texts using multi-headed transformers
COLING 2020
Protecting Geolocation Privacy of Photo Collections
AAAI 2020
ProtoAttend: Attention-Based Prototypical Learning
JMLR 2020
Provable Self-Play Algorithms for Competitive Reinforcement Learning
ICML 2020
Provably Constant-time Planning and Re-planning for Real-time Grasping Objects off a Conveyor Belt
RSS 2020
Provably Efficient Neural Estimation of Structural Equation Models: An Adversarial Approach
NeurIPS 2020