Representation Learning

Euclidean, Projective, Conformal: Choosing a Geometric Algebra for Equivariant Transformers AISTATS 2024 Euler Characteristic Tools for Topological Data Analysis JMLR 2024 EUROPA: A Legal Multilingual Keyphrase Generation Dataset ACL 2024 Evaluate then Cooperate: Shapley-based View Cooperation Enhancement for Multi-view Clustering NeurIPS 2024 Evaluating alignment between humans and neural network representations in image-based learning tasks NeurIPS 2024 Evaluating Computational Representations of Character: An Austen Character Similarity Benchmark EMNLP 2024 Evaluating Document Simplification: On the Importance of Separately Assessing Simplicity and Meaning Preservation COLING 2024 Evaluating Representation Learning on the Protein Structure Universe ICLR 2024 Evaluating Unsupervised Argument Aligners via Generation of Conclusions of Structured Scientific Abstracts EACL 2024 Evaluating Vocabulary Usage in LLMs NAACL 2024 Evaluating Word Expansion for Multilingual Sentiment Analysis of Parliamentary Speech COLING 2024 EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE AAAI 2024 Event-Based Contrastive Learning for Medical Time Series MLHC 2024 Event Causality Identification with Synthetic Control EMNLP 2024 Event-Keyed Summarization EMNLP 2024 Event-Radar: Event-driven Multi-View Learning for Multimodal Fake News Detection ACL 2024 Event Representation Learning with Multi-Grained Contrastive Learning and Triple-Mixture of Experts COLING 2024 Evidentiality-aware Retrieval for Overcoming Abstractiveness in Open-Domain Question Answering EACL 2024 Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation NeurIPS 2024 EVil-Probe - a Composite Benchmark for Extensive Visio-Linguistic Probing COLING 2024 Exact Conversion of In-Context Learning to Model Weights in Linearized-Attention Transformers ICML 2024 Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families AAAI 2024 Examining Modularity in Multilingual LMs via Language-Specialized Subnetworks NAACL 2024 Exciting Mood Changes: A Time-aware Hierarchical Transformer for Change Detection Modelling ACL 2024 Expanding Hyperspherical Space for Few-Shot Class-Incremental Learning WACV 2024