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)
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
NeurIPS 2024
AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training
ICML 2024
ALPINE: Unveiling The Planning Capability of Autoregressive Learning in Language Models
NeurIPS 2024
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
NeurIPS 2024
AlterMOMA: Fusion Redundancy Pruning for Camera-LiDAR Fusion Models with Alternative Modality Masking
NeurIPS 2024
Alternative Measures of Direct and Indirect Effects
PGM 2024
AltNeRF: Learning Robust Neural Radiance Field via Alternating Depth-Pose Optimization
AAAI 2024
Altogether: Image Captioning via Re-aligning Alt-text
EMNLP 2024
Altruism in Facility Location Problems
AAAI 2024
Alt-Text with Context: Improving Accessibility for Images on Twitter
ICLR 2024
AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents
ICLR 2024
AMA-LSTM: Pioneering Robust and Fair Financial Audio Analysis for Stock Volatility Prediction
NAACL 2024
Amanda: Adaptively Modality-Balanced Domain Adaptation for Multimodal Emotion Recognition
ACL 2024
A Mapping on Current Classifying Categories of Emotions Used in Multimodal Models for Emotion Recognition
EACL 2024
AmazUtah_NLP at SemEval-2024 Task 9: A MultiChoice Question Answering System for Commonsense Defying Reasoning
SemEval 2024
Ambiguity-Aware Abductive Learning
ICML 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries
NeurIPS 2024
AMD: Anatomical Motion Diffusion with Interpretable Motion Decomposition and Fusion
AAAI 2024
AMD: Autoregressive Motion Diffusion
AAAI 2024
A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task
ACL 2024
A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity
ICML 2024
Ameli: Enhancing Multimodal Entity Linking with Fine-Grained Attributes
EACL 2024
Ameliorate Spurious Correlations in Dataset Condensation
ICML 2024
Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models
ICML 2024
American Sign Language Handshapes Reflect Pressures for Communicative Efficiency
ACL 2024