Representation Learning

Implicit In-context Learning ICLR 2025 Implicit Language Models are RNNs: Balancing Parallelization and Expressivity ICML 2025 Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations RSS 2025 Implicit Relative Labeling-Importance Aware Multi-Label Metric Learning AAAI 2025 Implicit Subgraph Neural Network ICML 2025 ImpliRet: Benchmarking the Implicit Fact Retrieval Challenge EMNLP 2025 Improved Expressivity of Hypergraph Neural Networks through High-Dimensional Generalized Weisfeiler-Leman Algorithms ICML 2025 Improved Unbiased Watermark for Large Language Models ACL 2025 Improve Representation for Imbalanced Regression through Geometric Constraints CVPR 2025 Improving ARDS Diagnosis Through Context-Aware Concept Bottleneck Models MLHC 2025 Improving Autoregressive Visual Generation with Cluster-Oriented Token Prediction CVPR 2025 Improving Causal Interventions in Amnesic Probing with Mean Projection or LEACE ACL 2025 Improving Consistency in LLM Inference using Probabilistic Tokenization NAACL 2025 Improving Deep Regression with Tightness ICLR 2025 Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick JMLR 2025 Improving Handshape Representations for Sign Language Processing: A Graph Neural Network Approach EMNLP 2025 Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities EMNLP 2025 Improving Instruction-Following in Language Models through Activation Steering ICLR 2025 Improving LLM Reasoning through Interpretable Role-Playing Steering EMNLP 2025 Improving LLMs for Recommendation with Out-Of-Vocabulary Tokens ICML 2025 Improving Model Evaluation using SMART Filtering of Benchmark Datasets NAACL 2025 Improving Multimodal Learning via Imbalanced Learning ICCV 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 Improving Neural Optimal Transport via Displacement Interpolation ICLR 2025 Improving Occupational ISCO Classification of Multilingual Swiss Job Postings with LLM-Refined Training Data ACL 2025