11 citations · 13 across the 6 of their papers we have counts for
6 papers
Anomaly Discovery in Semantic Segmentation via Distillation Comparison Networks
Huan Zhou, Shi Gong, Yu Zhou +3
This paper aims to address the problem of anomaly discovery in semantic segmentation. Our key observation is that semantic classification plays a critical role in existing approach…
Database Search Results Disambiguation for Task-Oriented Dialog Systems
Kun Qian, Ahmad Beirami, Satwik Kottur +5
As task-oriented dialog systems are becoming increasingly popular in our lives, more realistic tasks have been proposed and explored. However, new practical challenges arise. For i…
DG2: Data Augmentation Through Document Grounded Dialogue Generation
Qingyang Wu, Song Feng, Derek Chen +3
Collecting data for training dialog systems can be extremely expensive due to the involvement of human participants and need for extensive annotation. Especially in document-ground…
AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All
Lei Zuo, Kun Qian, Bowen Yang +1
A commonly observed problem of the state-of-the-art natural language technologies, such as Amazon Alexa and Apple Siri, is that their services do not extend to most developing coun…
Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information
Bowen Yang, Cong Han, Yu Li +2
Conversational recommendation systems (CRS) engage with users by inferring user preferences from dialog history, providing accurate recommendations, and generating appropriate resp…
Learning to Select the Next Reasonable Mention for Entity Linking
Jian Sun, Yu Zhou, Chengqing Zong
Entity linking aims to establish a link between entity mentions in a document and the corresponding entities in knowledge graphs (KGs). Previous work has shown the effectiveness of…