560 citations · 1.1k across the 56 of their papers we have counts for
7 papers · 1 filter
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…
ErAConD : Error Annotated Conversational Dialog Dataset for Grammatical Error Correction
Xun Yuan, Derek Pham, Sam Davidson +1
Currently available grammatical error correction (GEC) datasets are compiled using well-formed written text, limiting the applicability of these datasets to other domains such as i…
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation
Yu Li, Baolin Peng, Yelong Shen +4
Knowledge-grounded dialogue systems are challenging to build due to the lack of training data and heterogeneous knowledge sources. Existing systems perform poorly on unseen topics…