Publications
2022
Unsupervised Slot Schema Induction for Task-oriented Dialog
In NAACL 2022.
Dian Yu, Mingqiu Wang, Yuan Cao, Izhak Shafran, Laurent El Shafey and Hagen Soltau
Knowledge-grounded Task-oriented Dialog Understanding
Dian Yu, Mingqiu Wang, Yuan Cao, Laurent El Shafey, Hagen Soltau and Izhak Shafran
Description-Driven Task-Oriented Dialog Modeling
In Arxiv.
Jeffrey Zhao, Raghav Gupta, Yuan Cao, Dian Yu, Mingqiu Wang, Harrison Lee, Abhinav Rastogi, Izhak Shafran, Yonghui Wu
2021
Automatically Exposing Problems with Neural Dialog Models
In EMNLP 2021.
Dian Yu and Kenji Sagae
Attribute Alignment: Controlled Text Generatino from Pre-trained Language Models with Attribute Representation
In EMNLP 2021 Findings.
Dian Yu, Zhou Yu and Kenji Sagae
Language Embeddings for Typology and Cross-lingual Transfer Learning
In ACL 2021 (Oral).
Dian Yu, Taiqi He and Kenji Sagae
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining
In ACL 2021.
Xinya Du, Luheng He, Qi Li, Dian Yu, Panupong Pasupat and Yuan Zhang
Retrieval-based Method for Few-shot Intent Classification and Slot Filling
In NAACL 2021 (Oral).
Dian Yu, Luheng He, Yuan Zhang, Panupong Pasupat, Xinya Du and Qi Li
MIDAS: A Dialog Act Annotation Scheme for Open Domain Human Machine Spoken Conversations
In EACL 2021 (Oral).
Dian Yu and Zhou Yu
Beyond NVD: Cybersecurity meets the Semantic Web
In ACM NSPW.
Raul Aranovich, Muting Wu, Dian Yu, Katya Katsy, Benyamin Ahmadniaye Bosari, Matthew Bishop, Vladimir Filkov and Kenji Sagae
2020
Gunrock 2.0: A User Adaptive Social Conversational System
In 3rd Proceddings of Alexa Prize.
Kaihui Liang, Austin Chau, Yu Li, Xueyuan Lu, Dian Yu, Mingyang Zhou, Ishan Jain, Sam Davidson, Josh Arnold, Minh Nguyen and Zhou Yu
Filling Conversation Ellipsis for Better Social Dialog Understanding
In AAAI 2020.
Xiyuan Zhang, Chenxi Li, Dian Yu, Sam Davidson and Zhou Yu
Exploration based language learning for text-based games
In IJCAI 2020.
Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Piero Molino, Adrien Ecoffet, Huaixiu Zheng, Alexandros Papangelis, Dian Yu, Chandra Khatri, Gokhan Tur
2019
Common sense and Semantic-Guided Navigation through Language in Embodied Environment
NeurlPS 2019 VIGIL workshop.
Dian Yu, Chandra Khatri, Alexandros Papangelis, Andrea Madotto, Mahdi Namazifar, Joost Huizinga, Adrien Ecoffet, Huaixiu Zheng, Piero Molino, Jeff Clune, Zhou Yu, Kenji Sagae and Gokhan Tur
Gunrock: A Social Bot for Complex and Engaging Long Conversations
EMNLP 2019 Demo.
Dian Yu, Michelle Cohn, Yi Mang Yang, Chun-Yen Chen, Weiming Wen Jiaping Zhang, Mingyang Zhou, Kevin Jesse, Austin Chau, Antara Bhowmick Shreenath Iyer, Giritheja Sreenivasulu, Sam Davidson, Ashwin Bhandare and Zhou Yu
Dependency Parsing for Spoken Dialog Systems
EMNLP 2019.
Sam Davidson, Dian Yu and Zhou Yu
UC Davis at SemEval-2019 Task 1: DAG semantic parsing with attention-based decoder
NAACL 2019 SemEval
Dian Yu and Kenji Sagae
2018
Gunrock: Building A Human-like Social Bot by Leveraging Large Scale Real User Data
In 2nd Proceedings of Alexa Prize.
Chun-Yen Chen, Dian Yu, Weiming Wen, Yi Mang Yang, Jiaping Zhang, Mingyang Zhou, Kevin Jesse, Austin Chau, Antara Bhowmick, Shreenath Iyer, Giritheja Sreenivasulu, Runxiang Cheng, Ashwin Bhandare and Zhou Yu
2017
Millimeter wave wireless communications: New results for rural connectivity
All Things Cellular′16: Workshop on All Things Cellular Proceedings, in conjunction with ACM MobiCom.
George R. MacCartney Jr., Shu Sun, Theodore S. Rappaport, Yunchou Xing, Hangsong Yan, Jeton Koka, Ruichen Wang and Dian Yu