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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)

Interpretable and Accurate Fine-grained Recognition via Region Grouping CVPR 2020 Interpretable and Differentially Private Predictions AAAI 2020 Interpretable and Personalized Apprenticeship Scheduling: Learning Interpretable Scheduling Policies from Heterogeneous User Demonstrations NeurIPS 2020 Interpretable Companions for Black-Box Models AISTATS 2020 Interpretable Complex-Valued Neural Networks for Privacy Protection ICLR 2020 Interpretable Deep Gaussian Processes with Moments AISTATS 2020 Interpretable Entity Representations through Large-Scale Typing EMNLP 2020 Interpretable Models for Understanding Immersive Simulations IJCAI 2020 Interpretable Multi-dataset Evaluation for Named Entity Recognition EMNLP 2020 Interpretable Multi-headed Attention for Abstractive Summarization at Controllable Lengths COLING 2020 Interpretable Multimodal Learning for Intelligent Regulation in Online Payment Systems IJCAI 2020 Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech NeurIPS 2020 Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions ICML 2020 Interpretable Operational Risk Classification with Semi-Supervised Variational Autoencoder ACL 2020 Interpretable Rumor Detection in Microblogs by Attending to User Interactions AAAI 2020 Interpretation of NLP models through input marginalization EMNLP 2020 Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge ICML 2020 Interpreting Attention Models with Human Visual Attention in Machine Reading Comprehension CoNLL 2020 Interpreting Multimodal Machine Learning Models Trained for Emotion Recognition to Address Robustness and Privacy Concerns AAAI 2020 Interpreting Neural CWI Classifiers’ Weights as Vocabulary Size ACL 2020 Interpreting Open-Domain Modifiers: Decomposition of Wikipedia Categories into Disambiguated Property-Value Pairs EMNLP 2020 Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings ACL 2020 Interpreting Robust Optimization via Adversarial Influence Functions ICML 2020 Interpreting the Latent Space of GANs for Semantic Face Editing CVPR 2020 Interpreting Twitter User Geolocation ACL 2020