43 citations · 83 across the 40 of their papers we have counts for
6 papers · 2 filters
Improving Multi-Party Dialogue Discourse Parsing via Domain Integration
Zhengyuan Liu, Nancy F. Chen
While multi-party conversations are often less structured than monologues and documents, they are implicitly organized by semantic level correlations across the interactive turns,…
DMRST: A Joint Framework for Document-Level Multilingual RST Discourse Segmentation and Parsing
Zhengyuan Liu, Ke Shi, Nancy F. Chen
Text discourse parsing weighs importantly in understanding information flow and argumentative structure in natural language, making it beneficial for downstream tasks. While previo…
Controllable Neural Dialogue Summarization with Personal Named Entity Planning
Zhengyuan Liu, Nancy F. Chen
In this paper, we propose a controllable neural generation framework that can flexibly guide dialogue summarization with personal named entity planning. The conditional sequences a…
Dynamic Sliding Window for Meeting Summarization
Zhengyuan Liu, Nancy F. Chen
Recently abstractive spoken language summarization raises emerging research interest, and neural sequence-to-sequence approaches have brought significant performance improvement. H…
Coreference-Aware Dialogue Summarization
Zhengyuan Liu, Ke Shi, Nancy F. Chen
Summarizing conversations via neural approaches has been gaining research traction lately, yet it is still challenging to obtain practical solutions. Examples of such challenges in…
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking
Taha Aksu, Zhengyuan Liu, Min-Yen Kan +1
Augmentation of task-oriented dialogues has followed standard methods used for plain-text such as back-translation, word-level manipulation, and paraphrasing despite its richly ann…