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)
D-LLM: A Token Adaptive Computing Resource Allocation Strategy for Large Language Models
NeurIPS 2024
DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Model
EMNLP 2024
dLoRA: Dynamically Orchestrating Requests and Adapters for LoRA LLM Serving
OSDI 2024
DL-QAT: Weight-Decomposed Low-Rank Quantization-Aware Training for Large Language Models
EMNLP 2024
DMBP: Diffusion model-based predictor for robust offline reinforcement learning against state observation perturbations
ICLR 2024
D-MiSo: Editing Dynamic 3D Scenes using Multi-Gaussians Soup
NeurIPS 2024
DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling
ACL 2024
DMON: A Simple Yet Effective Approach for Argument Structure Learning
COLING 2024
DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes
ICLR 2024
DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
ICLR 2024
DNA-SE: Towards Deep Neural-Nets Assisted Semiparametric Estimation
ICML 2024
D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models
SemEval 2024
Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs
COLING 2024
Do causal predictors generalize better to new domains?
NeurIPS 2024
DocCGen: Document-based Controlled Code Generation
EMNLP 2024
DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding
EMNLP 2024
DocFinQA: A Long-Context Financial Reasoning Dataset
ACL 2024
DocFormerv2: Local Features for Document Understanding
AAAI 2024
DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing
EMNLP 2024
DocKD: Knowledge Distillation from LLMs for Open-World Document Understanding Models
EMNLP 2024
Do Clinicians Know How to Prompt? The Need for Automatic Prompt Optimization Help in Clinical Note Generation
ACL 2024
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding
ACL 2024
Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study
NeurIPS 2024
DocPilot: Copilot for Automating PDF Edit Workflows in Documents
ACL 2024
DocScript: Document-level Script Event Prediction
COLING 2024