Representation Learning

Enhancing Target-unspecific Tasks through a Features Matrix ICML 2025 Enhancing Time Awareness in Generative Recommendation EMNLP 2025 Entity Profile Generation and Reasoning with LLMs for Entity Alignment EMNLP 2025 Entriever: Energy-based Retriever for Knowledge-Grounded Dialog Systems ACL 2025 Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025 Envisioning Class Entity Reasoning by Large Language Models for Few-shot Learning AAAI 2025 EqNIO: Subequivariant Neural Inertial Odometry ICLR 2025 Equivariant Manifold Neural ODEs and Differential Invariants JMLR 2025 EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling ICML 2025 ESCAPE: Equivariant Shape Completion via Anchor Point Encoding CVPR 2025 ESE: Espresso Sentence Embeddings ICLR 2025 Estimation of Local Geometric Structure on Manifolds from Noisy Data JMLR 2025 Eta-WavLM: Efficient Speaker Identity Removal in Self-Supervised Speech Representations Using a Simple Linear Equation ACL 2025 ETCH: Generalizing Body Fitting to Clothed Humans via Equivariant Tightness ICCV 2025 ET-MIER: Entity Type-guided Key Mention Identification and Evidence Retrieval for Document-level Relation Extraction EMNLP 2025 Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework NAACL 2025 Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025 Evaluating LLM-Generated Diagrams as Graphs EMNLP 2025 Evaluating LLMs’ Reasoning Over Ordered Procedural Steps IJCNLP 2025 Evaluating Textual and Visual Semantic Neighborhoods of Abstract and Concrete Concepts EMNLP 2025 Evaluation of LLMs-based Hidden States as Author Representations for Psychological Human-Centered NLP Tasks NAACL 2025 Evaluation of Text-to-Image Generation from a Creativity Perspective EMNLP 2025 Event-Equalized Dense Video Captioning CVPR 2025 EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction AAAI 2025 Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction ACL 2025