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Artificial Intelligence

83,018 papers (0 classified directly here)

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Papers (including subtopics)

On the Human-level Performance of Visual Question Answering COLING 2025 On the Identifiability of Causal Abstractions AISTATS 2025 On the Identification of Temporal Causal Representation with Instantaneous Dependence ICLR 2025 On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning ICLR 2025 On the Influence of Context Size and Model Choice in Retrieval-Augmented Generation Systems NAACL 2025 On the Language and Gender Biases in PSTN, VoIP and Neural Audio Codecs Interspeech 2025 On the Learn-to-Optimize Capabilities of Transformers in In-Context Sparse Recovery ICLR 2025 On the Limit of Language Models as Planning Formalizers ACL 2025 On the Linear Speedup of Personalized Federated Reinforcement Learning with Shared Representations ICLR 2025 On the Minimax Regret of Sequential Probability Assignment via Square-Root Entropy COLT 2025 On the Modeling Capabilities of Large Language Models for Sequential Decision Making ICLR 2025 On the Modelling of Constraints with Tractable Logical Operators AAAI 2025 On the Mutual Influence of Gender and Occupation in LLM Representations ACL 2025 On the Optimization Landscape of Low Rank Adaptation Methods for Large Language Models ICLR 2025 On The Origin of Cultural Biases in Language Models: From Pre-training Data to Linguistic Phenomena NAACL 2025 On the Out-Of-Distribution Generalization of Large Multimodal Models CVPR 2025 On the Perception Bottleneck of VLMs for Chart Understanding EMNLP 2025 On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond AISTATS 2025 On the Power of Context-Enhanced Learning in LLMs ICML 2025 On the Power of Randomization for Obviously Strategy-Proof Mechanisms AAAI 2025 On the Power of Strategic Corpus Enrichment in Content Creation Games AAAI 2025 On the Privacy Risks of Spiking Neural Networks: A Membership Inference Analysis UAI 2025 On the Provable Importance of Gradients for Autonomous Language-Assisted Image Clustering ICCV 2025 On the Provable Separation of Scales in Maximal Update Parameterization ICML 2025 On the Query Complexity of Verifier-Assisted Language Generation ICML 2025