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, ...
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 ...
IEEE

XiYan-SQL: A Novel Multi-Generator Framework for Text-to-SQL

Abstract: To leverage the advantages of LLM in addressing challenges in the Text-to-SQL task, we present XiYan-SQL, an innovative framework effectively generating and utilizing multiple SQL candidates ...