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)
A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners
EMNLP 2024
A Perspectivist Corpus of Numbers in Social Judgements
COLING 2024
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
ACL 2024
A Picture Is Worth a Thousand Words: Co-designing Text-to-Image Generation Learning Materials for K-12 with Educators
AAAI 2024
A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions
CVPR 2024
APIGen: Automated PIpeline for Generating Verifiable and Diverse Function-Calling Datasets
NeurIPS 2024
A Pilot Study of GSLM-based Simulation of Foreign Accentuation Only Using Native Speech Corpora
Interspeech 2024
ApiQ: Finetuning of 2-Bit Quantized Large Language Model
EMNLP 2024
A Planar-Symmetric SO(3) Representation for Learning Grasp Detection
CoRL 2024
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents
EMNLP 2024
A Polar coordinate system represents syntax in large language models
NeurIPS 2024
A Policy Gradient Method for Confounded POMDPs
ICLR 2024
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction
EMNLP 2024
Applying Intrinsic Debiasing on Downstream Tasks: Challenges and Considerations for Machine Translation
EMNLP 2024
Applying Reinforcement Learning and Multi-Generators for Stage Transition in an Emotional Support Dialogue System
Interspeech 2024
Applying RLAIF for Code Generation with API-usage in Lightweight LLMs
ACL 2024
Approaching Human-Level Forecasting with Language Models
NeurIPS 2024
Approximate Caching for Efficiently Serving Text-to-Image Diffusion Models
NSDI 2024
Approximate Control for Continuous-Time POMDPs
AISTATS 2024
Approximate Dec-POMDP Solving Using Multi-Agent A*
IJCAI 2024
Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization
ICLR 2024
Approximating the Shapley Value without Marginal Contributions
AAAI 2024
Approximation Algorithms for Observer Aware MDPs
UAI 2024
Approximation Algorithms for Preference Aggregation Using CP-Nets
AAAI 2024
Approximation Rate of the Transformer Architecture for Sequence Modeling
NeurIPS 2024