Kee** humans in the loop: Human-centered automated annotation with generative ai
Automated text annotation is a compelling use case for generative large language models
(LLMs) in social media research. Recent work suggests that LLMs can achieve strong …
(LLMs) in social media research. Recent work suggests that LLMs can achieve strong …
Ethics Whitepaper: Whitepaper on Ethical Research into Large Language Models
This whitepaper offers an overview of the ethical considerations surrounding research into
or with large language models (LLMs). As LLMs become more integrated into widely used …
or with large language models (LLMs). As LLMs become more integrated into widely used …
A Little Human Data Goes A Long Way
Faced with an expensive human annotation process, creators of NLP systems increasingly
turn to synthetic data generation. While this method shows promise, the extent to which …
turn to synthetic data generation. While this method shows promise, the extent to which …
Data advisor: Dynamic data curation for safety alignment of large language models
Data is a crucial element in large language model (LLM) alignment. Recent studies have
explored using LLMs for efficient data collection. However, LLM-generated data often suffers …
explored using LLMs for efficient data collection. However, LLM-generated data often suffers …