43 citations · 67 across the 29 of their papers we have counts for
9 papers · 1 filter
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…
Text2Brain: Synthesis of Brain Activation Maps from Free-form Text Query
Gia H. Ngo, Minh Nguyen, Nancy F. Chen +1
Most neuroimaging experiments are under-powered, limited by the number of subjects and cognitive processes that an individual study can investigate. Nonetheless, over decades of re…
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…
Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil
Huayun Zhang, Ke Shi, Nancy F. Chen
Speech evaluation is an essential component in computer-assisted language learning (CALL). While speech evaluation on English has been popular, automatic speech scoring on low reso…
: Compositional Counterfactual Contrastive Learning for Video-grounded Dialogues
Hung Le, Nancy F. Chen, Steven C. H. Hoi
Video-grounded dialogue systems aim to integrate video understanding and dialogue understanding to generate responses that are relevant to both the dialogue and video context. Most…
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…
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks
Hung Le, Nancy F. Chen, Steven C. H. Hoi
Neural module networks (NMN) have achieved success in image-grounded tasks such as Visual Question Answering (VQA) on synthetic images. However, very limited work on NMN has been s…