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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)

Transformer-based Localization from Embodied Dialog with Large-scale Pre-training AACL 2022 Transformer-based Working Memory for Multiagent Reinforcement Learning with Action Parsing NeurIPS 2022 Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space EMNLP 2022 Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022 Transformer Memory as a Differentiable Search Index NeurIPS 2022 Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling ICML 2022 Transformers are Meta-Reinforcement Learners ICML 2022 Transformers in the loop: Polarity in neural models of language ACL 2022 Transformers meet Stochastic Block Models: Attention with Data-Adaptive Sparsity and Cost NeurIPS 2022 Transformers on Multilingual Clause-Level Morphology EMNLP 2022 Transformer Uncertainty Estimation with Hierarchical Stochastic Attention AAAI 2022 Transformer with Memory Replay AAAI 2022 Transforming Model Prediction for Tracking CVPR 2022 Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering CVPR 2022 TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection With Transformers CVPR 2022 Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning ACL 2022 Translating Robot Skills: Learning Unsupervised Skill Correspondences Across Robots ICML 2022 Translation-equivariant Representation in Recurrent Networks with a Continuous Manifold of Attractors NeurIPS 2022 Translation Error Detection as Rationale Extraction ACL 2022 TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer EMNLP 2022 Transn’s Submissions to the WMT22 Translation Suggestion Task EMNLP 2022 Transparency, Detection and Imitation in Strategic Classification IJCAI 2022 Transparent Human Evaluation for Image Captioning NAACL 2022 Transparent Semantic Parsing with Universal Dependencies Using Graph Transformations COLING 2022 TransPOS: Transformers for Consolidating Different POS Tagset Datasets COLING 2022