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)
From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP
EMNLP 2024
From Instance Training to Instruction Learning: Task Adapters Generation from Instructions
NeurIPS 2024
From Isolated Islands to Pangea: Unifying Semantic Space for Human Action Understanding
CVPR 2024
From Language Modeling to Instruction Following: Understanding the Behavior Shift in LLMs after Instruction Tuning
NAACL 2024
From Language to Pixels: Task Recognition and Task Learning in LLMs
EMNLP 2024
From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking
EMNLP 2024
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models
EMNLP 2024
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications
ACL 2024
From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models
ACL 2024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond
COLING 2024
From Neurons to Neutrons: A Case Study in Interpretability
ICML 2024
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection
NeurIPS 2024
From Past to Future: Rethinking Eligibility Traces
AAAI 2024
From Pink and Blue to a Rainbow Hue! Defying Gender Bias through Gender Neutralizing Text Transformations
IJCAI 2024
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models
CVPR 2024
From Pixels to Personas: Investigating and Modeling Self-Anthropomorphism in Human-Robot Dialogues
EMNLP 2024
From raw data to safety: Reducing conservatism by set expansion
L4DC 2024
From Raw Video to Pedagogical Insights: A Unified Framework for Student Behavior Analysis
AAAI 2024
From Reading to Compressing: Exploring the Multi-document Reader for Prompt Compression
EMNLP 2024
From Representational Harms to Quality-of-Service Harms: A Case Study on Llama 2 Safety Safeguards
ACL 2024
From Retrieval to Generation: A Simple and Unified Generative Model for End-to-End Task-Oriented Dialogue
AAAI 2024
From Role-Play to Drama-Interaction: An LLM Solution
ACL 2024
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE
NAACL 2024
From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News
IJCAI 2024
From Static to Dynamic: Knowledge Metabolism for Large Language Models
AAAI 2024