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Embedding Learning

3751 directly classified papers

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Papers

Unsupervised Sentence Representation Learning with Syntactically Aligned Negative Samples NAACL 2025
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings COLING 2025
Rethinking KenLM: Good and Bad Model Ensembles for Efficient Text Quality Filtering in Large Web Corpora ACL 2025
Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025
Data-Efficient Multimodal Fusion on a Single GPU CVPR 2024
AnnoPlot: Interactive Visualizations of Text Annotations EACL 2024
Hierarchical Correlation Clustering and Tree Preserving Embedding CVPR 2024
AoE: Angle-optimized Embeddings for Semantic Textual Similarity ACL 2024
Sample Efficient Learning of Factored Embeddings of Tensor Fields AISTATS 2024
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings NAACL 2024
MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities NAACL 2024
Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components AISTATS 2024
Simple and scalable algorithms for cluster-aware precision medicine AISTATS 2024
Visual Concept Connectome (VCC): Open World Concept Discovery and their Interlayer Connections in Deep Models CVPR 2024
LLODIA: A Linguistic Linked Open Data Model for Diachronic Analysis COLING 2024
GIL-IIMAS UNAM at SemEval-2024 Task 1: SAND: An In Depth Analysis of Semantic Relatedness Using Regression and Similarity Characteristics SEMEVAL 2024
Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications COLING 2024
Language Agnostic Code Embeddings NAACL 2024
Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort NAACL 2024
TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation COLING 2024
Linking Judgement Text to Court Hearing Videos: UK Supreme Court as a Case Study COLING 2024
Dual Complex Number Knowledge Graph Embeddings COLING 2024
Mapping Work Task Descriptions from German Job Ads on the O*NET Work Activities Ontology COLING 2024
User Embedding Model for Personalized Language Prompting EACL 2024
Neural Feature Learning in Function Space JMLR 2024