Representation Learning

Beyond graphemes and phonemes: continuous phonological features in neural text-to-speech synthesis Interspeech 2024 Beyond Linguistic Cues: Fine-grained Conversational Emotion Recognition via Belief-Desire Modelling COLING 2024 Beyond Link Prediction: On Pre-Training Knowledge Graph Embeddings ACL 2024 Beyond Memorization: The Challenge of Random Memory Access in Language Models ACL 2024 Beyond Prototypes: Semantic Anchor Regularization for Better Representation Learning AAAI 2024 Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning NeurIPS 2024 Beyond Sentence-level Text Simplification: Reproducibility Study of Context-Aware Document Simplification COLING 2024 Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs ICLR 2024 Beyond task diversity: provable representation transfer for sequential multitask linear bandits NeurIPS 2024 Bias Amplification in Language Model Evolution: An Iterated Learning Perspective NeurIPS 2024 Bias-aware Boolean Matrix Factorization Using Disentangled Representation Learning UAI 2024 Bi-DCSpell: A Bi-directional Detector-Corrector Interactive Framework for Chinese Spelling Check EMNLP 2024 Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding NeurIPS 2024 Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature NeurIPS 2024 Bilingual and Code-switching TTS Enhanced with Denoising Diffusion Model and GAN Interspeech 2024 Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains ICML 2024 BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs ICLR 2024 Biologically Inspired Learning Model for Instructed Vision NeurIPS 2024 Birdie: Advancing State Space Language Modeling with Dynamic Mixtures of Training Objectives EMNLP 2024 BiSHop: Bi-Directional Cellular Learning for Tabular Data with Generalized Sparse Modern Hopfield Model ICML 2024 bit2bit: 1-bit quanta video reconstruction via self-supervised photon prediction NeurIPS 2024 Black-Box k-to-1-PCA Reductions: Theory and Applications COLT 2024 Blind Image Quality Assessment Based on Geometric Order Learning CVPR 2024 Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding EMNLP 2024 BlockEcho: Retaining Long-Range Dependencies for Imputing Block-Wise Missing Data IJCAI 2024