53 citations · 179 across the 43 of their papers we have counts for
7 papers · 1 filter
Rethinking Self-Attention: Towards Interpretability in Neural Parsing
Khalil Mrini, Franck Dernoncourt, Quan Tran +3
Attention mechanisms have improved the performance of NLP tasks while allowing models to remain explainable. Self-attention is currently widely used, however interpretability is di…
A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems
Tuan Manh Lai, Quan Hung Tran, Trung Bui +1
In a task-oriented dialog system, the goal of dialog state tracking (DST) is to monitor the state of the conversation from the dialog history. Recently, many deep learning based me…
A Gated Self-attention Memory Network for Answer Selection
Tuan Lai, Quan Hung Tran, Trung Bui +1
Answer selection is an important research problem, with applications in many areas. Previous deep learning based approaches for the task mainly adopt the Compare-Aggregate architec…
Expressing Visual Relationships via Language
Hao Tan, Franck Dernoncourt, Zhe Lin +2
Describing images with text is a fundamental problem in vision-language research. Current studies in this domain mostly focus on single image captioning. However, in various real a…
A Compare-Aggregate Model with Latent Clustering for Answer Selection
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim +2
In this paper, we propose a novel method for a sentence-level answer-selection task that is a fundamental problem in natural language processing. First, we explore the effect of ad…
Dance Dance Generation: Motion Transfer for Internet Videos
Yipin Zhou, Zhaowen Wang, Chen Fang +2
This work presents computational methods for transferring body movements from one person to another with videos collected in the wild. Specifically, we train a personalized model o…
Supervised Transfer Learning for Product Information Question Answering
Tuan Manh Lai, Trung Bui, Nedim Lipka +1
Popular e-commerce websites such as Amazon offer community question answering systems for users to pose product related questions and experienced customers may provide answers volu…