Representation Learning

Experiments in Automated Generation of Discharge Summaries in Italian COLING 2024 Explainable by-design Audio Segmentation through Non-Negative Matrix Factorization and Probing Interspeech 2024 Explainable Earnings Call Representation Learning (Student Abstract) AAAI 2024 Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM EMNLP 2024 Explaining Datasets in Words: Statistical Models with Natural Language Parameters NeurIPS 2024 Explaining Time Series via Contrastive and Locally Sparse Perturbations ICLR 2024 Explicit Eigenvalue Regularization Improves Sharpness-Aware Minimization NeurIPS 2024 Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering NeurIPS 2024 Exploiting Code Symmetries for Learning Program Semantics ICML 2024 Exploiting Data Geometry in Machine Learning AAAI 2024 Exploiting Discrepancy in Feature Statistic for Out-of-Distribution Detection AAAI 2024 Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation CVPR 2024 Exploiting Representation Curvature for Boundary Detection in Time Series NeurIPS 2024 Exploiting the Social-Like Prior in Transformer for Visual Reasoning AAAI 2024 Exploration by Learning Diverse Skills through Successor State Representations NeurIPS 2024 Explorations of Self-Repair in Language Models ICML 2024 Exploring Behavior-Relevant and Disentangled Neural Dynamics with Generative Diffusion Models NeurIPS 2024 Exploring Boundaries and Intensities in Offensive and Hate Speech: Unveiling the Complex Spectrum of Social Media Discourse COLING 2024 Exploring Conditional Variational Mechanism to Pinyin Input Method for Addressing One-to-Many Mappings in Low-Resource Scenarios ACL 2024 Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks NeurIPS 2024 Exploring Diffusion Time-steps for Unsupervised Representation Learning ICLR 2024 Exploring Diverse Representations for Open Set Recognition AAAI 2024 Exploring Geometric Representational Disparities between Multilingual and Bilingual Translation Models COLING 2024 Exploring Internal Numeracy in Language Models: A Case Study on ALBERT COLING 2024 Exploring Interpretability of Independent Components of Word Embeddings with Automated Word Intruder Test COLING 2024