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)
Implicit Relation Linking for Question Answering over Knowledge Graph
ACL 2022
Improved Data Augmentation for Translation Suggestion
EMNLP 2022
Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100
ICLR 2022
Improved feature importance computation for tree models based on the Banzhaf value
UAI 2022
Improved Knowledge Distillation for Pre-trained Language Models via Knowledge Selection
EMNLP 2022
Improved Maximin Guarantees for Subadditive and Fractionally Subadditive Fair Allocation Problem
AAAI 2022
Improved rates for prediction and identification of partially observed linear dynamical systems
ALT 2022
Improved StyleGAN-v2 based Inversion for Out-of-Distribution Images
ICML 2022
Improved Utility Analysis of Private CountSketch
NeurIPS 2022
Improve emotional speech synthesis quality by learning explicit and implicit representations with semi-supervised training
Interspeech 2022
Improve Image Captioning by Estimating the Gazing Patterns From the Caption
WACV 2022
Improve Interpretability of Neural Networks via Sparse Contrastive Coding
EMNLP 2022
Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator
NeurIPS 2022
Improving abstractive summarization with energy-based re-ranking
EMNLP 2022
Improving Adversarial Robustness via Mutual Information Estimation
ICML 2022
Improving Adversarial Transferability via Neuron Attribution-Based Attacks
CVPR 2022
Improving Candidate Retrieval with Entity Profile Generation for Wikidata Entity Linking
ACL 2022
Improving Certified Robustness via Statistical Learning with Logical Reasoning
NeurIPS 2022
Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity
EMNLP 2022
Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks
COLING 2022
Improving Complex Knowledge Base Question Answering via Question-to-Action and Question-to-Question Alignment
EMNLP 2022
Improving compositional generalization for multi-step quantitative reasoning in question answering
EMNLP 2022
Improving Cross-domain, Cross-lingual and Multi-modal Deception Detection
ACL 2022
Improving Event Coreference Resolution Using Document-level and Topic-level Information
EMNLP 2022
Improving Explainability of Disentangled Representations using Multipath-Attribution Mappings
MIDL 2022