← Search

Shirley Anugrah Hayati

4 accepted papers

2025

Chain-of-Instructions: Compositional Instruction Tuning on Large Language Models

AAAI 2025technical

Fine-tuning large language models (LLMs) with a collection of large and diverse instructions has improved the model’s generalization to different tasks, even for unseen tasks. However, most existing instruction datasets include only single instructions, and they struggle to follow complex instructio…

2024

How Far Can We Extract Diverse Perspectives from Large Language Models?

EMNLP 2024main

Collecting diverse human opinions is costly and challenging. This leads to a recent trend in exploiting large language models (LLMs) for generating diverse data for potential scalable and efficient solutions. However, the extent to which LLMs can generate diverse perspectives on subjective topics is…

2023

Werewolf Among Us: Multimodal Resources for Modeling Persuasion Behaviors in Social Deduction Games

ACL 2023findings

Persuasion modeling is a key building block for conversational agents. Existing works in this direction are limited to analyzing textual dialogue corpus. We argue that visual signals also play an important role in understanding human persuasive behaviors. In this paper, we introduce the first multim…

2021

Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica

EMNLP 2021main

People convey their intention and attitude through linguistic styles of the text that they write. In this study, we investigate lexicon usages across styles throughout two lenses: human perception and machine word importance, since words differ in the strength of the stylistic cues that they provide…