We explore practical approaches to dataset construction, examining the advantages and limitations of 3 primary methods: fully manual preparation by expert annotators, fully synthetic generation using ...

Abstract: This paper propose a Table-To-Text system that generates text explaining the contents of a table from the table itself. To accurately capture the information in the table, it is represented ...

Start │ ├─ [Step 0] test_only mode? │ ├─ Yes → Test MySQL & PostgreSQL connections → Show versions → Exit │ └─ No → Continue │ ├─ [Step 1] Read MySQL table definitions │ ├─ If ...

The social network X is expected to begin displaying in user profiles whether someone may be using a VPN to obscure their location. Based on a post in October about transparency on the platform ...

Get started with Java streams, including how to create streams from Java collections, the mechanics of a stream pipeline, examples of functional programming with Java streams, and more. You can think ...

Language models such as GPT and Llama have shown remarkable ability on diverse natural language tasks, yet their performance on complex table tasks (e.g., NL-to-Code, data cleaning, etc.) continue to ...

Machine translators have made it easier than ever to create error-plagued Wikipedia articles in obscure languages. What happens when AI models get trained on junk pages? When Kenneth Wehr started ...

The big picture: Java stands as one of the enduring pillars of the software world. The programming language was released by Sun Microsystems on May 23, 1995, and so far has weathered the shifting ...

Life is richer when people “have different ways of talking about and classifying the world through language,” said David Beus. An associate professor in the Faculty of Culture, Language & Performing ...

A year ago, I wrote a piece here about how people were really using gen AI. That article seemed to hit a note: It was popular, featured in viral posts, and the beautiful accompanying infographic has ...

Native American students make up 11 percent of public school enrollment in New Mexico. Yet there are not enough resources for them to learn their Native languages. A bill passed in the recent ...