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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
11
99
273
4,063
17,181
2000
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Papers (including subtopics)

CERT: Continual Pre-training on Sketches for Library-oriented Code Generation IJCAI 2022 Certified Adversarial Robustness Under the Bounded Support Set ICML 2022 Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022 Certified Robustness Against Natural Language Attacks by Causal Intervention ICML 2022 Certified Robustness for Deep Equilibrium Models via Interval Bound Propagation ICLR 2022 Certified Robustness via Locally Biased Randomized Smoothing L4DC 2022 Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022 CF-GNNExplainer: Counterfactual Explanations for Graph Neural Networks AISTATS 2022 CGF: Constrained Generation Framework for Query Rewriting in Conversational AI EMNLP 2022 CGIM: A Cycle Guided Interactive Learning Model for Consistency Identification in Task-oriented Dialogue COLING 2022 CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation EMNLP 2022 CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions COLING 2022 CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning NAACL 2022 Chaining Simultaneous Thoughts for Numerical Reasoning EMNLP 2022 Chain of Thought Imitation with Procedure Cloning NeurIPS 2022 Chain-of-Thought Prompting Elicits Reasoning in Large Language Models NeurIPS 2022 Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2022): Workshop and Shared Task Report EMNLP 2022 Challenges and Opportunities in Information Manipulation Detection: An Examination of Wartime Russian Media EMNLP 2022 Challenges and Strategies in Cross-Cultural NLP ACL 2022 Challenges in Applying Explainability Methods to Improve the Fairness of NLP Models NAACL 2022 Challenges in including extra-linguistic context in pre-trained language models ACL 2022 Challenges in Measuring Bias via Open-Ended Language Generation NAACL 2022 Channel Balancing for Accurate Quantization of Winograd Convolutions CVPR 2022 Channel Pruning via Lookahead Search Guided Reinforcement Learning WACV 2022 ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022