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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)

WeightedSHAP: analyzing and improving Shapley based feature attributions NeurIPS 2022 Weight Perturbation as Defense against Adversarial Word Substitutions EMNLP 2022 Welcome to the Modern World of Pronouns: Identity-Inclusive Natural Language Processing beyond Gender COLING 2022 Welfare Maximization in Competitive Equilibrium: Reinforcement Learning for Markov Exchange Economy ICML 2022 WeTS: A Benchmark for Translation Suggestion EMNLP 2022 What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies AAAI 2022 What changed? Investigating Debiasing Methods using Causal Mediation Analysis NAACL 2022 What company do words keep? Revisiting the distributional semantics of J.R. Firth & Zellig Harris NAACL 2022 What Do Compressed Multilingual Machine Translation Models Forget? EMNLP 2022 What Does My GNN Really Capture? On Exploring Internal GNN Representations IJCAI 2022 What do Large Language Models Learn about Scripts? NAACL 2022 What do Large Language Models Learn beyond Language? EMNLP 2022 What do Models Learn From Training on More Than Text? Measuring Visual Commonsense Knowledge ACL 2022 What Do Navigation Agents Learn About Their Environment? CVPR 2022 What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured NAACL 2022 What Do You Get When You Cross Beam Search with Nucleus Sampling? ACL 2022 What Do You See in this Patient? Behavioral Testing of Clinical NLP Models NAACL 2022 What Factors Should Paper-Reviewer Assignments Rely On? Community Perspectives on Issues and Ideals in Conference Peer-Review NAACL 2022 What GPT Knows About Who is Who ACL 2022 What Has Been Enhanced in my Knowledge-Enhanced Language Model? EMNLP 2022 What is Done is Done: an Incremental Approach to Semantic Shift Detection ACL 2022 What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning IJCAI 2022 What Makes Reading Comprehension Questions Difficult? ACL 2022 What’s Different between Visual Question Answering for Machine “Understanding” Versus for Accessibility? AACL 2022 What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment NeurIPS 2022