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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

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

Asymmetry Learning for Counterfactually-invariant Classification in OOD Tasks ICLR 2022 Asymptotic Degradation of Linear Regression Estimates with Strategic Data Sources ALT 2022 A Synthetic Prediction Market for Estimating Confidence in Published Work AAAI 2022 A Systematic Survey of Text Worlds as Embodied Natural Language Environments NAACL 2022 A Taxonomical NLP Blueprint to Support Financial Decision Making through Information-Centred Interactions EMNLP 2022 A Taxonomy of Empathetic Questions in Social Dialogs ACL 2022 A Theoretical Study on Solving Continual Learning NeurIPS 2022 A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation ACL 2022 A Token-pair Framework for Information Extraction from Dialog Transcripts in SereTOD Challenge EMNLP 2022 A Tour of Explicit Multilingual Semantics: Word Sense Disambiguation, Semantic Role Labeling and Semantic Parsing AACL 2022 ATPFL: Automatic Trajectory Prediction Model Design Under Federated Learning Framework CVPR 2022 A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking ACL 2022 A Transition-based Method for Complex Question Understanding COLING 2022 A Tree-based Model Averaging Approach for Personalized Treatment Effect Estimation from Heterogeneous Data Sources ICML 2022 A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce AAAI 2022 Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis WACV 2022 Attacker Attribution of Audio Deepfakes Interspeech 2022 Attacking deep networks with surrogate-based adversarial black-box methods is easy ICLR 2022 Attacking Video Recognition Models with Bullet-Screen Comments AAAI 2022 Attack on Unfair ToS Clause Detection: A Case Study using Universal Adversarial Triggers EMNLP 2022 AttCAT: Explaining Transformers via Attentive Class Activation Tokens NeurIPS 2022 Attention as Grounding: Exploring Textual and Cross-Modal Attention on Entities and Relations in Language-and-Vision Transformer ACL 2022 Attention-based Interpretability with Concept Transformers ICLR 2022 Attention-Based Transformation from Latent Features to Point Clouds AAAI 2022 Attention Biasing and Context Augmentation for Zero-Shot Control of Encoder-Decoder Transformers for Natural Language Generation AAAI 2022