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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'25
Papers (including subtopics)
Self-Foveate: Enhancing Diversity and Difficulty of Synthesized Instructions from Unsupervised Text via Multi-Level Foveation
ACL 2025
Self-Generated Critiques Boost Reward Modeling for Language Models
NAACL 2025
SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals
NAACL 2025
Self-Guided Function Calling in Large Language Models via Stepwise Experience Recall
EMNLP 2025
Self-Harmonized Chain of Thought
NAACL 2025
Self-Improvement for Audio Large Language Model using Unlabeled Speech
Interspeech 2025
Self-Improvement in Language Models: The Sharpening Mechanism
ICLR 2025
Self-Improvement in Multimodal Large Language Models: A Survey
EMNLP 2025
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
ACL 2025
Self-Improving Language Models for Evolutionary Program Synthesis: A Case Study on ARC-AGI
ICML 2025
Self-Improving Transformers Overcome Easy-to-Hard and Length Generalization Challenges
ICML 2025
SELF-[IN]CORRECT: LLMs Struggle with Discriminating Self-Generated Responses
AAAI 2025
Self-Instructed Derived Prompt Generation Meets In-Context Learning: Unlocking New Potential of Black-Box LLMs
ACL 2025
Self-Introspective Decoding: Alleviating Hallucinations for Large Vision-Language Models
ICLR 2025
Self Knowledge-Tracing for Tool Use (SKT-Tool): Helping LLM Agents Understand Their Capabilities in Tool Use
NAACL 2025
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
ICLR 2025
SELF-PERCEPT: Introspection Improves Large Language Models’ Detection of Multi-Person Mental Manipulation in Conversations
ACL 2025
Self-Play Q-Learners Can Provably Collude in the Iterated Prisoner’s Dilemma
ICML 2025
Self-Play Preference Optimization for Language Model Alignment
ICLR 2025
Self-play through Computational Runtimes improves Chart Reasoning
ACL 2025
Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
ICLR 2025
Self-Pluralising Culture Alignment for Large Language Models
NAACL 2025
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts
COLING 2025
Self-Prompting Analogical Reasoning for UAV Object Detection
AAAI 2025
SelfRACG: Enabling LLMs to Self-Express and Retrieve for Code Generation
EMNLP 2025