Ruihong Huang

2 paper cards in Mova's library · 2013–2025

Ruihong Huang wrote 2 of the papers Mova reads, in 2013–2025, most of them on Speech act theory; often with Ashequl Qadir, Ayesha Qamar, Ellen Riloff.

OpenAlex · ORCID · h-index 9 · 222 citations · 31 works — openalex, 2026-10-18

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology · ORCID

Topics: Speech act theory 1

Papers

Do LLMs Understand Dialogues? A Case Study on Dialogue Acts (2025)
On fine-grained dialogue act classification (MRDA meetings, 50 classes; Switchboard, 43) prompted LLMs do far worse than small fine-tuned models: LLaMA-3.1-70B few-shot reaches 19 macro-F1 / 31% accuracy on MRDA against 40 / 66% for a RoBERTa model with speaker-turn modelling, and GPT-4 with audio only 28 / 42%.
Sarcasm as Contrast between a Positive Sentiment and Negative Situation (2013)
The paper looks at one common form of sarcasm on Twitter: a positive sentiment verb or predicate placed just before a stereotypically negative situation.

Co-authors (7)

Ashequl Qadir
Ayesha Qamar
Ellen Riloff
Jonathan Tong
Lalindra De Silva
Nathan Gilbert
Prafulla Surve

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