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)
Abstractive Multi-Video Captioning: Benchmark Dataset Construction and Extensive Evaluation
COLING 2024
Abstract-level Deductive Reasoning for Pre-trained Language Models
COLING 2024
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning
ACL 2024
Abstract Reward Processes: Leveraging State Abstraction for Consistent Off-Policy Evaluation
NeurIPS 2024
A/B testing under Interference with Partial Network Information
AISTATS 2024
ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation
AAAI 2024
A Careful Examination of Large Language Model Performance on Grade School Arithmetic
NeurIPS 2024
A Category Agnostic Model for Visual Rearrangment
CVPR 2024
A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization
NeurIPS 2024
A Causal Approach for Counterfactual Reasoning in Narratives
ACL 2024
A Cause-Effect Look at Alleviating Hallucination of Knowledge-grounded Dialogue Generation
COLING 2024
Accelerated Regularized Learning in Finite N-Person Games
NeurIPS 2024
Accelerated Speculative Sampling Based on Tree Monte Carlo
ICML 2024
Accelerate Multi-Agent Reinforcement Learning in Zero-Sum Games with Subgame Curriculum Learning
AAAI 2024
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing
AAAI 2024
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
NeurIPS 2024
Accelerating Iterative Retrieval-augmented Language Model Serving with Speculation
ICML 2024
Accelerating Multilingual Language Model for Excessively Tokenized Languages
ACL 2024
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play
NeurIPS 2024
Accelerating Pre-training of Multimodal LLMs via Chain-of-Sight
NeurIPS 2024
Accelerating Sparse Autoencoder Training via Layer-Wise Transfer Learning in Large Language Models
EMNLP 2024
Accelerating the Global Aggregation of Local Explanations
AAAI 2024
Accelerating UMR Adoption: Neuro-Symbolic Conversion from AMR-to-UMR with Low Supervision
COLING 2024
Accept the Modality Gap: An Exploration in the Hyperbolic Space
CVPR 2024
Access Control Framework for Language Collections
COLING 2024