Top Tweets for #nl2sql
📊 Latest #AI Research – Highlights
Why do Chinese NL2SQL systems fail on structural/schema errors? New research says single-encoder is the culprit. Meet CIR-SQL: intent-first, dual-model, and built for Industry 4.0 databases. #NL2SQL #Industry40
Paper: https://t.co/qMs4ghgDY1

Fabric Data Agents are still English-first. I published a hands-on guide on a quick-win multilingual setup: trial and error, prompt tuning, and guardrails to make it usable today. Hope you'll find it useful!
https://t.co/iB6aYBvGYx
#MicrosoftFabric #DataAgents #NL2SQL #SQL
Research phase done. ✅
Time to get my hands dirty.
Goal for tonight: Connect a simple LLM to a local SQLite database and get it to answer "How many users signed up last week?" without hallucinating.
Starting small. If this works, I tackle JOINs next. 🕷️
#BuildInPublic #NL2SQL
@tim_kraska and his team have developed impressive NL2SQL technology and it is enabling Bedrock Knowledge Bases for structure data from the Lakehouse, including Redshift Storage, S3 and S3 Tables.
#nl2sql #kb #bedrock #structured #data #lakehouse #redshift #s3 #s3tables
Very proud to see Bedrock Knowledge Bases for structured data stored being launched at #reinvent24. Under the hood it uses our novel NL2SQL engine, which we developed over the last year, to make it easy to access structured data as part of Generative AI assistants.

Check out my latest article: Develop With OCI Real-Time Speech Transcription and Oracle Database NL2SQL/Select AI To Speak With Your Data https://t.co/GsPex4OhxV #oracledatabase #python #nl2sql #selectai #genai #oci #speechai #realtimetranscription
Saturdays mornings used to be dominated by Bert & Ernie, now they are by self-supervised BERT translation of natural language to SQL #NL2SQL
Two sets of Papers/Python:
#1
https://t.co/HUOKyXCN5Q
https://t.co/NvNRhkgsjz
#2
https://t.co/tHlrrV17D0
https://t.co/zSoYhAaHaA
I am thrilled to share DIY (Debug It Yourself), a novel technique that helps #SQL non-experts to
1. inspect for,
2. isolate, and
3. fix errors
in #NL2SQL (#NaturalLanguage to #SQL) scenarios. (1/3)
Bidirectional Attention for SQL Generation. #BigData #DeepLearning #MachineLearning #DataScience #AI #SQL #NL2SQL #NLP #NLProc # Seq2SQL #SQLNet #ComputerScience
https://t.co/arf9Ogic1y

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