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)
Towards Interpreting Visual Information Processing in Vision-Language Models
ICLR 2025
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
NAACL 2025
Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models
NAACL 2025
Towards Language-Agnostic STIPA: Universal Phonetic Transcription to Support Language Documentation at Scale
EMNLP 2025
Towards Lifelong Dialogue Agents via Timeline-based Memory Management
NAACL 2025
Towards Lifelong Model Editing via Simulating Ideal Editor
ICML 2025
Towards LLM-Empowered Fine-Grained Speech Descriptors for Explainable Emotion Recognition
Interspeech 2025
Towards LLM-powered Attentive Listener: A Pragmatic Approach through Quantity Self-Repair
ACL 2025
Towards LLMs Robustness to Changes in Prompt Format Styles
NAACL 2025
Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond
ICML 2025
Towards Long Context Hallucination Detection
NAACL 2025
Towards Long-Horizon Vision-Language-Action System: Reasoning, Acting and Memory
ICCV 2025
Towards Long-Horizon Vision-Language Navigation: Platform, Benchmark and Method
CVPR 2025
Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback
EMNLP 2025
Towards Massive Multilingual Holistic Bias
ACL 2025
Towards Medical Complex Reasoning with LLMs through Medical Verifiable Problems
ACL 2025
Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks
CVPR 2025
Towards More Efficient Post-training via Fourier Domain Adapter Framework
EMNLP 2025
Towards More General Video-based Deepfake Detection through Facial Component Guided Adaptation for Foundation Model
CVPR 2025
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages
ACL 2025
Towards Multi-Document Question Answering in Scientific Literature: Pipeline, Dataset, and Evaluation
EMNLP 2025
Towards Multilingual spoken Visual Question Answering system using Cross-Attention
COLING 2025
Towards Multimodal Question Answering in Educational Domain
IJCNLP 2025
Towards Multimodal Sentiment Analysis via Hierarchical Correlation Modeling with Semantic Distribution Constraints
AAAI 2025
Towards Multi-Perspective NLP Systems: A Thesis Proposal
ACL 2025