Project page: sslab-cse-iitb.github.io/tecod/ Paper: doi.org/10.1145/3769822 #SIGMOD2026 #Research #TextToSQL #NL2SQL #LLMs #Databases #IITBombay #AppliedAI

"We tried out the LLMs that everyone else was touting. Accuracy was about 10%, not 80%." Stonebraker on real enterprise text-to-SQL. youtube.com/shorts/iMKrev7… #TextToSQL #LLM #DataWarehouse

Mike Stonebraker created Postgres, won the Turing Award, and just tested text-to-SQL on real warehouses. The result: 10%, not the 80% benchmarks claim. New episode. heavybit.com/library/podcas… #TextToSQL #Postgres #DataRenegades

Data Exploration & Database Tools Kanaries/pygwalker → Turn any dataframe into an interactive Tableau-like UI → github.com/Kanaries/pygwa… Best industry: Business intelligence, data analytics, fintech, internal tools, startups #TextToSQL #DataExplorer #OpenSource #DataScience

piglets is a text-to-SQL toolkit. Current features: Planning Pruning More features coming soon. All LLM providers supported (via @LangChain). Databases: @googlecloud BigQuery @duckdb @motherduck @Snowflake #texttoSQL github.com/mportdata/pigl…

Text-to-SQLの“6つの壁”をAIエージェントで突破！ 自然言語でのデータ分析がうまくいかない…そんな悩みをGoogle Cloudが解決します。 具体的な失敗パターンと解決策を解説！ 詳細はこちら👇 medium.com/google-cloud/t… #TextToSQL #AIエージェント #GoogleCloud

We’ll be at #EMNLP2025 presenting TinySQL! Really looking forward to discussing reasoning circuits, dataset design, and model control with everyone. Poster, paper, and repo all here 👉 abirharrasse.github.io/tinysql/ Come say hi this Friday! 😊 #MechanisticInterpretability #TextToSQL

Philip Quirke @quirke_philip

7 months ago

We’ll be at #EMNLP2025 presenting TinySQL! Really looking forward to discussing reasoning circuits, dataset design, and model control with everyone. Poster, paper, and repo all here 👉 abirharrasse.github.io/tinysql/ Come say hi this Friday! 😊 #MechanisticInterpretability #TextToSQL

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🚀 Big news! Our collab w/ Snowflake, UCSD & UMD topped the BIRD leaderboard — beating prior SOTA by 2.8% in Text-to-SQL reasoning! RL was tough, but worth it. 📢 Best model coming soon. #AI #LLM #TextToSQL #ReinforcementLearning #Snowflake #UCSD #UMD #NLP #BIRDLeaderboard

🚀🤖Dynamic text-to-SQL for enterprise workloads with Amazon Bedrock Agents #GenerativeAI #TextToSQL #AmazonBedrock #DataInsights #CloudComputing ift.tt/1HFJ8Vu

Snowflake’s ExCoT: Optimizing Open-Source LLMs with CoT Reasoning and DPO for Enhanced Text-to-SQL Accuracy #ExCoT #LLMoptimization #TextToSQL #AIinBusiness #DataAnalytics itinai.com/snowflakes-exc…

How can the most accurate SQL be generated for a given question? We propose a method to significantly boost text-to-SQL accuracy while drastically cutting costs.👇 #NLProc #AI #TextToSQL #LLMs

🚀🤖Build your gen AI–based text-to-SQL application using RAG, powered by Amazon Bedrock (Claude 3 Sonnet and Amazon Titan for embedding) #SQL #GenerativeAI #TextToSQL #DataAnalysis #NLP ift.tt/VuNBX0E

Trying to create a single AI that can answer all business analytics questions is challenging, if not impossible. - hackernoon.com/text-to-sql-wa… #artificialintelligence #texttosql

mltutor.com/post/evaluatin… Evaluating Text-to-SQL LLMs: Key Metrics and Their Significance #genai #llm #texttosql #evals #deepeval @deepveal @EvidentlyAI @deepeval

On the occasion of #CLiCit2024, I presented Termite (#TexttoSQL Repository Made Invisibile To Engines), the first Italian Text-to-SQL dataset. Thank to my group @HumanCentricArt and to the organisers @AILC_NLP Link: github.com/nexus126/CALAM…

Hey @theo a little bird whispered in our ear that you wanted some SQL help? #texttosql #aitosql #database #SQL

MAG-SQL: A Multi-Agent Generative Approach Achieving 61% Accuracy on BIRD Dataset Using GPT-4 for Enhanced Text-to-SQL Query Refinement itinai.com/mag-sql-a-mult… #TextToSQL #DataAccessibility #MAGSQL #aiautomation #CustomerEngagement #ai #news #llm #ml #research #ainews #innova…

Day 85 of #100DaysOfLearningChallenge!🌉 1. 1 LeetCode 2. Today's highlight was this research paper: Innovative approach to building state-of-the-art text-to-SQL models For those curious to explore further, check out the link in the comments. #TextToSQL #AI #LLM #SyntheticData

Check out this new blog post on "SQLfuse: Enhancing Text-to-SQL Performance through Comprehensive LLM Synergy." Learn how open-source LLMs are integrated to enhance Text-to-SQL translation accuracy and usability. Read more: bit.ly/3YbGtBl #LLM #SQL #TextToSQL

🚀 State of #TexttoSQL 2024 Text to SQL converts natural language questions into SQL queries for relational databases. Our article delves into the latest research, state-of-the-art models, key #datasets and innovative evaluation methods in Text-to-SQL. blog.premai.io/state-of-text2…