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)
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
ACL 2025
MMReason: An Open-Ended Multi-Modal Multi-Step Reasoning Benchmark for MLLMs Toward AGI
ICCV 2025
MMRefine: Unveiling the Obstacles to Robust Refinement in Multimodal Large Language Models
ACL 2025
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
ICML 2025
MMRole: A Comprehensive Framework for Developing and Evaluating Multimodal Role-Playing Agents
ICLR 2025
MMSciBench: Benchmarking Language Models on Chinese Multimodal Scientific Problems
ACL 2025
MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines
ICLR 2025
MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs
ICCV 2025
MMTL-UniAD: A Unified Framework for Multimodal and Multi-Task Learning in Assistive Driving Perception
CVPR 2025
MM-Tracker: Motion Mamba for UAV-platform Multiple Object Tracking
AAAI 2025
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
ACL 2025
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification
ACL 2025
MMVU: Measuring Expert-Level Multi-Discipline Video Understanding
CVPR 2025
“Mm, Wat?” Detecting Other-initiated Repair Requests in Dialogue
EMNLP 2025
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos
ICLR 2025
MMXU: A Multi-Modal and Multi-X-ray Understanding Dataset for Disease Progression
ACL 2025
MNE-SLAM: Multi-Agent Neural SLAM for Mobile Robots
CVPR 2025
MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation
NAACL 2025
MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users
EMNLP 2025
MobilePortrait: Real-Time One-Shot Neural Head Avatars on Mobile Devices
CVPR 2025
MobiLoRA: Accelerating LoRA-based LLM Inference on Mobile Devices via Context-aware KV Cache Optimization
ACL 2025
MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines
EMNLP 2025
MOCHA: Are Code Language Models Robust Against Multi-Turn Malicious Coding Prompts?
EMNLP 2025
MockConf: A Student Interpretation Dataset: Analysis, Word- and Span-level Alignment and Baselines
ACL 2025
Modal Feature Optimization Network with Prompt for Multimodal Sentiment Analysis
COLING 2025