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)
Aligning Large Language Models via Fine-grained Supervision
ACL 2024
Aligning Large Language Models with Diverse Political Viewpoints
EMNLP 2024
Aligning Large Language Models with Human Preferences through Representation Engineering
ACL 2024
Aligning Large Language Models with Representation Editing: A Control Perspective
NeurIPS 2024
Aligning Large Multimodal Models with Factually Augmented RLHF
ACL 2024
Aligning LLM Agents by Learning Latent Preference from User Edits
NeurIPS 2024
Aligning Model Properties via Conformal Risk Control
NeurIPS 2024
Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation
WACV 2024
Aligning Speech Segments Beyond Pure Semantics
ACL 2024
Aligning to Thousands of Preferences via System Message Generalization
NeurIPS 2024
Aligning Translation-Specific Understanding to General Understanding in Large Language Models
EMNLP 2024
Aligning Uncertainty: Leveraging LLMs to Analyze Uncertainty Transfer in Text Summarization
EACL 2024
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
NeurIPS 2024
Alignment at Pre-training! Towards Native Alignment for Arabic LLMs
NeurIPS 2024
Alignment-Based Decoding Policy for Low-Latency and Anticipation-Free Neural Japanese Input Method Editors
ACL 2024
Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions
EMNLP 2024
Alignment for Honesty
NeurIPS 2024
AlignMiF: Geometry-Aligned Multimodal Implicit Field for LiDAR-Camera Joint Synthesis
CVPR 2024
AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction
ACL 2024
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning
CVPR 2024
Align-to-Distill: Trainable Attention Alignment for Knowledge Distillation in Neural Machine Translation
COLING 2024
A Linear Algebraic Framework for Counterfactual Generation
ICLR 2024
A linguistically-motivated evaluation methodology for unraveling model’s abilities in reading comprehension tasks
EMNLP 2024
Alirector: Alignment-Enhanced Chinese Grammatical Error Corrector
ACL 2024
A Little of That Human Touch: Achieving Human-Centric Explainable AI via Argumentation
IJCAI 2024