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)
On the Difficulty of Constructing a Robust and Publicly-Detectable Watermark
AISTATS 2025
On the Distortion of Committee Election with 1-Euclidean Preferences and Few Distance Queries
AAAI 2025
On the Duality between Gradient Transformations and Adapters
ICML 2025
On the Effectiveness of Prompt-Moderated LLMs for Math Tutoring at the Tertiary Level
EMNLP 2025
On the effective transfer of knowledge from English to Hindi Wikipedia
COLING 2025
On the Effects of Fine-tuning Language Models for Text-Based Reinforcement Learning
COLING 2025
On the Emergence of Position Bias in Transformers
ICML 2025
On the Expressiveness and Length Generalization of Selective State Space Models on Regular Languages
AAAI 2025
On the Feasibility of In-Context Probing for Data Attribution
NAACL 2025
On the Fine-Grained Planning Abilities of VLM Web Agents
EMNLP 2025
On-the-Fly Adaptive Distillation of Transformer to Dual-State Linear Attention for Long-Context LLM Serving
ICML 2025
On-the-fly Preference Alignment via Principle-Guided Decoding
ICLR 2025
On-the-fly Routing for Zero-shot MoE Speaker Adaptation of Speech Foundation Models for Dysarthric Speech Recognition
Interspeech 2025
On the Fourier analysis in the SO(3) space : the EquiLoPO Network
ICLR 2025
On the Generalization Ability of Next-Token-Prediction Pretraining
ICML 2025
On the Generalization of Representation Uncertainty in Earth Observation
ICCV 2025
On the Hölder Stability of Multiset and Graph Neural Networks
ICLR 2025
On the Human-level Performance of Visual Question Answering
COLING 2025
On the Identifiability of Causal Abstractions
AISTATS 2025
On the Identification of Temporal Causal Representation with Instantaneous Dependence
ICLR 2025
On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems
NAACL 2025
On the Language and Gender Biases in PSTN, VoIP and Neural Audio Codecs
Interspeech 2025
On the Limit of Language Models as Planning Formalizers
ACL 2025
On the Modeling Capabilities of Large Language Models for Sequential Decision Making
ICLR 2025
On the Modelling of Constraints with Tractable Logical Operators
AAAI 2025