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)
Meta-Reward-Net: Implicitly Differentiable Reward Learning for Preference-based Reinforcement Learning
NeurIPS 2022
MeTeoR: Practical Reasoning in Datalog with Metric Temporal Operators
AAAI 2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation
NAACL 2022
Methods for Estimating and Improving Robustness of Language Models
NAACL 2022
MExMI: Pool-based Active Model Extraction Crossover Membership Inference
NeurIPS 2022
MFAN: Multi-modal Feature-enhanced Attention Networks for Rumor Detection
IJCAI 2022
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding
EMNLP 2022
MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation
AAAI 2022
MIC: A Multi-task Interactive Curation Tool
EMNLP 2022
MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation
EMNLP 2022
MicroBERT: Effective Training of Low-resource Monolingual BERTs through Parameter Reduction and Multitask Learning
EMNLP 2022
Micronutrient Deficiency Prediction via Publicly Available Satellite Data
AAAI 2022
Microphone Array Channel Combination Algorithms for Overlapped Speech Detection
Interspeech 2022
MILIE: Modular & Iterative Multilingual Open Information Extraction
ACL 2022
MIMICause: Representation and automatic extraction of causal relation types from clinical notes
ACL 2022
MIMO-DoAnet: Multi-channel Input and Multiple Outputs DoA Network with Unknown Number of Sound Sources
Interspeech 2022
Mind Reader: Reconstructing complex images from brain activities
NeurIPS 2022
Mind the data gap(s): Investigating power in speech and language datasets
ACL 2022
Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement
AAAI 2022
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization
COLING 2022
Mind the gap: On the value of silence representations to lexical-based speech emotion recognition
Interspeech 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning
NeurIPS 2022
Mind Your Bias: A Critical Review of Bias Detection Methods for Contextual Language Models
EMNLP 2022
MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
NeurIPS 2022
miniF2F: a cross-system benchmark for formal Olympiad-level mathematics
ICLR 2022