Representation Learning

We Are What We Repeatedly Do: Inducing and Deploying Habitual Schemas in Persona-Based Responses EMNLP 2023 Weather2K: A Multivariate Spatio-Temporal Benchmark Dataset for Meteorological Forecasting Based on Real-Time Observation Data from Ground Weather Stations AISTATS 2023 Weather2vec: Representation Learning for Causal Inference with Non-local Confounding in Air Pollution and Climate Studies AAAI 2023 WeatherStream: Light Transport Automation of Single Image Deweathering CVPR 2023 WebDP: Understanding Discourse Structures in Semi-Structured Web Documents ACL 2023 Weighted Clock Logic Point Process ICLR 2023 Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data AAAI 2023 Weisfeiler and Leman go Hyperbolic: Learning Distance Preserving Node Representations AISTATS 2023 Weisfeiler and Leman go Machine Learning: The Story so far JMLR 2023 Welcome to the Real World: Efficient, Incremental and Scalable Key Point Analysis EMNLP 2023 What Are You Token About? Dense Retrieval as Distributions Over the Vocabulary ACL 2023 What Can an Accent Identifier Learn? Probing Phonetic and Prosodic Information in a Wav2vec2-based Accent Identification Model Interspeech 2023 What Can Simple Arithmetic Operations Do for Temporal Modeling? ICCV 2023 What do Deck Chairs and Sun Hats Have in Common? Uncovering Shared Properties in Large Concept Vocabularies EMNLP 2023 What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric ACL 2023 What do self-supervised speech representations encode? An analysis of languages, varieties, speaking styles and speakers Interspeech 2023 What is the best recipe for character-level encoder-only modelling? ACL 2023 What Makes Pre-trained Language Models Better Zero-shot Learners? ACL 2023 What Makes Sentences Semantically Related? A Textual Relatedness Dataset and Empirical Study EACL 2023 What’s in a Rise? The Relevance of Intonation for Attention Orienting Interspeech 2023 What social attitudes about gender does BERT encode? Leveraging insights from psycholinguistics ACL 2023 When are post-hoc conceptual explanations identifiable? UAI 2023 When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment NeurIPS 2023 When Noisy Labels Meet Long Tail Dilemmas: A Representation Calibration Method ICCV 2023 When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023