IEEE

Hyper-Spherical Optimal Transport for Semantic Alignment in Text-to-3D End-to-End Generation

Abstract: Recent CLIP-guided 3D generation methods have achieved promising results but struggle with generating faithful 3D shapes that conform with input text due to the gap between text and image ...
GitHub

Fast Multimodal Semantic Deduplication & Filtering

SemHash is a lightweight, multimodal library for semantic deduplication, outlier filtering, and representative sample selection. Text works out of the box with fast Model2Vec embeddings, and images, ...
IEEE

Semantic-Augmented Prompt-Guided Sketch Filling for Text-to-SQL Generation

Abstract: Querying relational databases through natural language remains a difficult task, especially for users without knowledge of SQL. Existing Text-to-SQL approaches often face issues of semantic ...
GitHub

SQLDRILLER: Automated Validating and Fixing of Text-to-SQL Translation with Execution Consistency

SQLDRILLER is a Text-to-SQL translation correctness checking tool. It introduces and applies Execution Consistency to automatically discover and fix errors in Text-to-SQL datasets, and in Text-to-SQL ...