Solving Data-centric Tasks using Large Language Models

no code implementations • 18 Feb 2024 • Shraddha Barke, Christian Poelitz, Carina Suzana Negreanu, Benjamin Zorn, José Cambronero, Andrew D. Gordon, Vu Le, Elnaz Nouri, Nadia Polikarpova, Advait Sarkar, Brian Slininger, Neil Toronto, Jack Williams

Large language models (LLMs) are rapidly replacing help forums like StackOverflow, and are especially helpful for non-professional programmers and end users.

Co-audit: tools to help humans double-check AI-generated content

no code implementations • 2 Oct 2023 • Andrew D. Gordon, Carina Negreanu, José Cambronero, Rasika Chakravarthy, Ian Drosos, Hao Fang, Bhaskar Mitra, Hannah Richardson, Advait Sarkar, Stephanie Simmons, Jack Williams, Ben Zorn

Hence, we are seeing the emergence of tool-assisted experiences to help the user double-check a piece of AI-generated content.

Prompt Engineering

Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model

no code implementations • 14 Apr 2022 • Carina Negreanu, Alperen Karaoglu, Jack Williams, Shuang Chen, Daniel Fabian, Andrew Gordon, Chin-Yew Lin

The task divides into two steps: subject suggestion, the task of populating the main column; and gap filling, the task of populating the remaining columns.

Language Modelling Text Generation