28 citations · 41 across the 4 of their papers we have counts for
4 papers · 1 filter
A Unified Framework for Multi-intent Spoken Language Understanding with prompting
Feifan Song, Lianzhe Huang, Houfeng Wang
Multi-intent Spoken Language Understanding has great potential for widespread implementation. Jointly modeling Intent Detection and Slot Filling in it provides a channel to exploit…
Zero-shot Cross-lingual Transfer of Prompt-based Tuning with a Unified Multilingual Prompt
Lianzhe Huang, Shuming Ma, Dongdong Zhang +2
Prompt-based tuning has been proven effective for pretrained language models (PLMs). While most of the existing work focuses on the monolingual prompts, we study the multilingual p…
First Target and Opinion then Polarity: Enhancing Target-opinion Correlation for Aspect Sentiment Triplet Extraction
Lianzhe Huang, Peiyi Wang, Sujian Li +5
Aspect Sentiment Triplet Extraction (ASTE) aims to extract triplets from a sentence, including target entities, associated sentiment polarities, and opinion spans which rationalize…
Text Level Graph Neural Network for Text Classification
Lianzhe Huang, Dehong Ma, Sujian Li +2
Recently, researches have explored the graph neural network (GNN) techniques on text classification, since GNN does well in handling complex structures and preserving global inform…