Embedding Learning

Polarity inversion operators in PLM CoNLL 2025 PolyhedronNet: Representation Learning for Polyhedra with Surface-attributed Graph ICLR 2025 PQR: Improving Dense Retrieval via Potential Query Modeling ACL 2025 PRALEKHA: Cross-Lingual Document Alignment for Indic Languages IJCNLP 2025 PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025 PromptHash:Affinity-Prompted Collaborative Cross-Modal Learning for Adaptive Hashing Retrieval CVPR 2025 Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval ICCV 2025 Provable Discriminative Hyperspherical Embedding for Out-of-Distribution Detection AAAI 2025 PyTorch-Lifestream: Learning Embeddings on Discrete Event Sequences IJCAI 2025 Quantifying Compositionality of Classic and State-of-the-Art Embeddings EMNLP 2025 QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling EMNLP 2025 Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees JMLR 2025 Randomly Removing 50% of Dimensions in Text Embeddings has Minimal Impact on Retrieval and Classification Tasks EMNLP 2025 Rank-Awareness and Angular Constraints: A New Perspective on Learning Sentence Embeddings from NLI Data EMNLP 2025 Reducing Confounding Bias without Data Splitting for Causal Inference via Optimal Transport ICML 2025 Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings ACL 2025 Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models ACL 2025 RefreshKV: Updating Small KV Cache During Long-form Generation ACL 2025 Relation Logical Reasoning and Relation-aware Entity Encoding for Temporal Knowledge Graph Reasoning COLING 2025 Representation Learning Based Predicate Invention on Knowledge Graphs AAAI 2025 Representing LLMs in Prompt Semantic Task Space EMNLP 2025 Rethinking KenLM: Good and Bad Model Ensembles for Efficient Text Quality Filtering in Large Web Corpora ACL 2025 Rethinking Smoothness for Fast and Adaptable Entity Alignment Decoding NAACL 2025 Retrieval-Augmented Forecasting with Tabular Time Series Data ACL 2025 Retrieval of Temporal Event Sequences from Textual Descriptions NAACL 2025