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)
Towards Adversarially Robust Text Classifiers by Learning to Reweight Clean Examples
ACL 2022
Towards an AI-Infused Interdisciplinary Curriculum for Middle-Grade Classrooms
AAAI 2022
Towards a Progression-Aware Autonomous Dialogue Agent
NAACL 2022
Towards a Standardised Performance Evaluation Protocol for Cooperative MARL
NeurIPS 2022
Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation
EMNLP 2022
Towards a Unified Multi-Dimensional Evaluator for Text Generation
EMNLP 2022
Towards a Unified View of Parameter-Efficient Transfer Learning
ICLR 2022
Towards Autoformalization of Mathematics and Code Correctness: Experiments with Elementary Proofs
EMNLP 2022
Towards Automated Dialog Personalization using MBTI Personality Indicators
Interspeech 2022
Towards Automated Discovery of God-Like Folk Algorithms for Rubik’s Cube
AAAI 2022
Towards Automatic Generation of Messages Countering Online Hate Speech and Microaggressions
NAACL 2022
Towards Automating Model Explanations with Certified Robustness Guarantees
AAAI 2022
Towards Automating the Generation of Human-Robot Interaction Scenarios
AAAI 2022
Towards Better Document-level Relation Extraction via Iterative Inference
EMNLP 2022
Towards Better Evaluation for Dynamic Link Prediction
NeurIPS 2022
Towards Better Understanding Attribution Methods
CVPR 2022
Towards Capturing the Temporal Dynamics for Trajectory Prediction: a Coarse-to-Fine Approach
CoRL 2022
Towards Class-Oriented Poisoning Attacks Against Neural Networks
WACV 2022
Towards Coherent and Consistent Use of Entities in Narrative Generation
ICML 2022
Towards Collaborative Neural-Symbolic Graph Semantic Parsing via Uncertainty
ACL 2022
Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution
ACL 2022
Towards Continual Knowledge Learning of Language Models
ICLR 2022
Towards Creativity Characterization of Generative Models via Group-Based Subset Scanning
IJCAI 2022
Towards Cross-speaker Reading Style Transfer on Audiobook Dataset
Interspeech 2022
Towards Data-Free Domain Generalization
ACML 2022