App Orchid Launches New Conversational Analytics Agent With Continuous Semantic Enrichment for Benchmark-Breaking Accuracy

Built on App Orchid’s semantic knowledge graph, the Agent continuously learns from context to improve accuracy, transparency, and enterprise trust. SAN RAMON, CA / ACCESS Newswire / October 29, 2025 / ...
GitHub

OmniSQL - Synthesizing High-quality Text-to-SQL Data at Scale

We present an automatic and scalable text-to-SQL data synthesis framework, illustrated below: Building on SynSQL-2.5M, we introduce OmniSQL, a family of powerful text-to-SQL models available in three ...
IEEE

Attention-Based Complex Logical Query on Temporal Knowledge Graph via Graph Neural Network

Abstract: Answering complex logical queries on large-scale Knowledge Graphs (KGs) efficiently and accurately has always been crucial for question-answering systems. Recent studies have significantly ...
IEEE

Implicit and Explicit Rule Injection for Complex Query Answering over Knowledge Graphs

Abstract: Complex Query Answering over incomplete knowledge graphs is a fundamental yet challenging task. Existing methods based on a pretrained knowledge graph embedding model have achieved good ...

DevRev’s AI agent hangout targets worker productivity, data integration

With its new ‘Computer’ tool, the generative AI firm hopes to make it easier for companies to glean new context from often-siloed data.