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Sejin Paik

3 accepted papers

2024

Enhancing Emotion Prediction in News Headlines: Insights from ChatGPT and Seq2Seq Models for Free-Text Generation

COLING 2024main

Predicting emotions elicited by news headlines can be challenging as the task is largely influenced by the varying nature of people’s interpretations and backgrounds. Previous works have explored classifying discrete emotions directly from news headlines. We provide a different approach to tackling…

Cited by 1SourcePDFScholar
2022

On Measuring Social Biases in Prompt-Based Multi-Task Learning

NAACL 2022findings

Large language models trained on a mixture of NLP tasks that are converted into a text-to-text format using prompts, can generalize into novel forms of language and handle novel tasks. A large body of work within prompt engineering attempts to understand the effects of input forms and prompts in ach…

2021

OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data

EMNLP 2021system demonstrations

When journalists cover a news story, they can cover the story from multiple angles or perspectives. These perspectives are called “frames,” and usage of one frame or another may influence public perception and opinion of the issue at hand. We develop a web-based system for analyzing frames in multil…