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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)

Improving Factual Consistency in Summarization with Compression-Based Post-Editing EMNLP 2022 Improving Generalizability in Implicitly Abusive Language Detection with Concept Activation Vectors ACL 2022 Improving Human Annotation Effectiveness for Fact Collection by Identifying the Most Relevant Answers EMNLP 2022 Improving Human-Object Interaction Detection via Phrase Learning and Label Composition AAAI 2022 Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022 Improving information fusion on multimodal clinical data in classification settings EMNLP 2022 Improving Intrinsic Exploration with Language Abstractions NeurIPS 2022 Improving Iterative Text Revision by Learning Where to Edit from Other Revision Tasks EMNLP 2022 Improving Large-Scale Conversational Assistants using Model Interpretation based Training Sample Selection EMNLP 2022 Improving Large-scale Paraphrase Acquisition and Generation EMNLP 2022 Improving Low-Resource Languages in Pre-Trained Multilingual Language Models EMNLP 2022 Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge ACL 2022 Improving Multi-Task Generalization via Regularizing Spurious Correlation NeurIPS 2022 Improving Multi-task Stance Detection with Multi-task Interaction Network EMNLP 2022 Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning EMNLP 2022 Improving Named Entity Recognition in Telephone Conversations via Effective Active Learning with Human in the Loop EMNLP 2022 Improving Neural Political Statement Classification with Class Hierarchical Information ACL 2022 Improving Policy Learning via Language Dynamics Distillation NeurIPS 2022 Improving Precancerous Case Characterization via Transformer-based Ensemble Learning EMNLP 2022 Improving Robustness Against Stealthy Weight Bit-Flip Attacks by Output Code Matching CVPR 2022 Improving Robustness of Language Models from a Geometry-aware Perspective ACL 2022 Improving Romanian BioNER Using a Biologically Inspired System ACL 2022 Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion EMNLP 2022 Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning WACV 2022 Improving Specificity in Review Response Generation with Data-Driven Data Filtering ACL 2022