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)
Unifying Knowledge Base Completion with PU Learning to Mitigate the Observation Bias
AAAI 2022
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction
AAAI 2022
Unifying Voxel-based Representation with Transformer for 3D Object Detection
NeurIPS 2022
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue
ACL 2022
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression
EMNLP 2022
UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering
NAACL 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
EMNLP 2022
Uni-Perceiver: Pre-Training Unified Architecture for Generic Perception for Zero-Shot and Few-Shot Tasks
CVPR 2022
UniRel: Unified Representation and Interaction for Joint Relational Triple Extraction
EMNLP 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
ACL 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction
ICML 2022
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation
EMNLP 2022
UniTranSeR: A Unified Transformer Semantic Representation Framework for Multimodal Task-Oriented Dialog System
ACL 2022
Unit Selection with Causal Diagram
AAAI 2022
Universal and Independent: Multilingual Probing Framework for Exhaustive Model Interpretation and Evaluation
EMNLP 2022
Universal and Tight Online Algorithms for Generalized-Mean Welfare
AAAI 2022
Universal Evasion Attacks on Summarization Scoring
EMNLP 2022
Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models
ICML 2022
Universally Expressive Communication in Multi-Agent Reinforcement Learning
NeurIPS 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation
ACL 2022
Unmasking the Mask – Evaluating Social Biases in Masked Language Models
AAAI 2022
Unmet Creativity Support Needs in Computationally Supported Creative Writing
ACL 2022
Unpacking Reward Shaping: Understanding the Benefits of Reward Engineering on Sample Complexity
NeurIPS 2022
Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images
AAAI 2022
Unraveling Attention via Convex Duality: Analysis and Interpretations of Vision Transformers
ICML 2022