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
'5
'10
'15
'20
'25
Papers (including subtopics)
Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing
Interspeech 2024
Explainable CED: A Dataset for Explainable Critical Error Detection in Machine Translation
NAACL 2024
Explainable Depression Detection Using Large Language Models on Social Media Data
EACL 2024
Explainable Earnings Call Representation Learning (Student Abstract)
AAAI 2024
Explainable Origin-Destination Crowd Flow Interpolation via Variational Multi-Modal Recurrent Graph Auto-Encoder
AAAI 2024
Explaining Arguments’ Strength: Unveiling the Role of Attacks and Supports
IJCAI 2024
Explaining CLIP's Performance Disparities on Data from Blind/Low Vision Users
CVPR 2024
Explaining Datasets in Words: Statistical Models with Natural Language Parameters
NeurIPS 2024
Explaining Generalization Power of a DNN Using Interactive Concepts
AAAI 2024
Explaining Graph Neural Networks via Structure-aware Interaction Index
ICML 2024
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective on Molecule Graphs
EMNLP 2024
Explaining Kernel Clustering via Decision Trees
ICLR 2024
Explaining Language Model Predictions with High-Impact Concepts
EACL 2024
Explaining Mixtures of Sources in News Articles
EMNLP 2024
Explaining Pre-Trained Language Models with Attribution Scores: An Analysis in Low-Resource Settings
COLING 2024
Explaining Probabilistic Models with Distributional Values
ICML 2024
Explaining Reinforcement Learning Agents through Counterfactual Action Outcomes
AAAI 2024
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features
EACL 2024
Explaining Text Similarity in Transformer Models
NAACL 2024
Explaining the Hardest Errors of Contextual Embedding Based Classifiers
CoNLL 2024
Explaining the Implicit Neural Canvas: Connecting Pixels to Neurons by Tracing their Contributions
CVPR 2024
Explaining Time Series via Contrastive and Locally Sparse Perturbations
ICLR 2024
Explain Temporal Black-Box Models via Functional Decomposition
ICML 2024
Explain via Any Concept: Concept Bottleneck Model with Open Vocabulary Concepts
ECCV 2024
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning
ACL 2024