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

Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning NeurIPS 2021 Benchmark for Evaluating Pedestrian Action Prediction WACV 2021 Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset EMNLP 2021 Benchmarking Energy-Conserving Neural Networks for Learning Dynamics from Data L4DC 2021 Benchmarking Representation Learning for Natural World Image Collections CVPR 2021 Benchmarking Scalable Methods for Streaming Cross Document Entity Coreference ACL 2021 Benchmark Platform for Ultra-Fine-Grained Visual Categorization Beyond Human Performance ICCV 2021 Benchmarks for Deep Off-Policy Evaluation ICLR 2021 BennettNLP at SemEval-2021 Task 5: Toxic Spans Detection using Stacked Embedding Powered Toxic Entity Recognizer SemEval 2021 BERT4GCN: Using BERT Intermediate Layers to Augment GCN for Aspect-based Sentiment Classification EMNLP 2021 BERT-Beta: A Proactive Probabilistic Approach to Text Moderation EMNLP 2021 BERT Cannot Align Characters EMNLP 2021 BERTective: Language Models and Contextual Information for Deception Detection EACL 2021 BERT & Family Eat Word Salad: Experiments with Text Understanding AAAI 2021 BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology EMNLP 2021 BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies? ACL 2021 BERT meets Shapley: Extending SHAP Explanations to Transformer-based Classifiers EACL 2021 BERTology Meets Biology: Interpreting Attention in Protein Language Models ICLR 2021 BERT Prescriptions to Avoid Unwanted Headaches: A Comparison of Transformer Architectures for Adverse Drug Event Detection EACL 2021 BERTweetFR : Domain Adaptation of Pre-Trained Language Models for French Tweets EMNLP 2021 BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression EACL 2021 Best-Effort Synthesis: Doing Your Best Is Not Harder Than Giving Up IJCAI 2021 Best of Both Worlds: Making High Accuracy Non-incremental Transformer-based Disfluency Detection Incremental ACL 2021 Better Fine-Tuning by Reducing Representational Collapse ICLR 2021 Between Flexibility and Consistency: Joint Generation of Captions and Subtitles ACL 2021