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Wenjuan Zhang

2 accepted papers

2023

Harnessing the power of LLMs: Evaluating human-AI text co-creation through the lens of news headline generation

EMNLP 2023long findings

To explore how humans can best leverage LLMs for writing and how interacting with these models affects feelings of ownership and trust in the writing process, we compared common human-AI interaction types (e.g., guiding system, selecting from system outputs, post-editing outputs) in the context of L…

Cited by 0SourcecodeScholar
2022

An Exploration of Post-Editing Effectiveness in Text Summarization

NAACL 2022long

Automatic summarization methods are efficient but can suffer from low quality. In comparison, manual summarization is expensive but produces higher quality. Can humans and AI collaborate to improve summarization performance? In similar text generation tasks (e.g., machine translation), human-AI coll…